From a0e8234d81b99fd2f13a57374fc940c180d0e851 Mon Sep 17 00:00:00 2001 From: klakhov Date: Wed, 21 Jul 2021 15:40:05 +0300 Subject: [PATCH 01/11] Added histogram equalization --- cvat-canvas/src/typescript/canvas.ts | 4 +- cvat-canvas/src/typescript/canvasModel.ts | 6 +- cvat-core/src/api.js | 2 + cvat-core/src/plugins.js | 2 +- .../controls-side-bar/opencv-control.tsx | 95 ++++++++++++++- .../standard-workspace/styles.scss | 9 ++ .../opencv-wrapper/histogram-equalization.ts | 110 ++++++++++++++++++ .../utils/opencv-wrapper/opencv-wrapper.ts | 9 ++ 8 files changed, 228 insertions(+), 9 deletions(-) create mode 100644 cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index bc19a8381cd5..3be51dcf32b6 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -72,8 +72,8 @@ class CanvasImpl implements Canvas { return this.view.html(); } - public setup(frameData: any, objectStates: any[], zLayer = 0): void { - this.model.setup(frameData, objectStates, zLayer); + public setup(frameData: any, objectStates: any[], zLayer = 0, forceUpdate=false): void { + this.model.setup(frameData, objectStates, zLayer, forceUpdate); } public setupIssueRegions(issueRegions: Record): void { diff --git a/cvat-canvas/src/typescript/canvasModel.ts b/cvat-canvas/src/typescript/canvasModel.ts index 780cca672679..f22256348e0d 100644 --- a/cvat-canvas/src/typescript/canvasModel.ts +++ b/cvat-canvas/src/typescript/canvasModel.ts @@ -179,7 +179,7 @@ export interface CanvasModel { zoom(x: number, y: number, direction: number): void; move(topOffset: number, leftOffset: number): void; - setup(frameData: any, objectStates: any[], zLayer: number): void; + setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate:boolean): void; setupIssueRegions(issueRegions: Record): void; activate(clientID: number | null, attributeID: number | null): void; rotate(rotationAngle: number): void; @@ -382,14 +382,14 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.notify(UpdateReasons.ZOOM_CANVAS); } - public setup(frameData: any, objectStates: any[], zLayer: number): void { + public setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate:boolean=false): void { if (this.data.imageID !== frameData.number) { if ([Mode.EDIT, Mode.DRAG, Mode.RESIZE].includes(this.data.mode)) { throw Error(`Canvas is busy. Action: ${this.data.mode}`); } } - if (frameData.number === this.data.imageID) { + if (frameData.number === this.data.imageID && !forceUpdate) { this.data.zLayer = zLayer; this.data.objects = objectStates; this.notify(UpdateReasons.OBJECTS_UPDATED); diff --git a/cvat-core/src/api.js b/cvat-core/src/api.js index a5d36b6ce833..7067d560ab93 100644 --- a/cvat-core/src/api.js +++ b/cvat-core/src/api.js @@ -20,6 +20,7 @@ function build() { const { Project } = require('./project'); const { Attribute, Label } = require('./labels'); const MLModel = require('./ml-model'); + const { FrameData } = require('./frames'); const enums = require('./enums'); @@ -765,6 +766,7 @@ function build() { Comment, Issue, Review, + FrameData, }, }; diff --git a/cvat-core/src/plugins.js b/cvat-core/src/plugins.js index 88d4ec83a679..3e1a4c2194c2 100644 --- a/cvat-core/src/plugins.js +++ b/cvat-core/src/plugins.js @@ -1,4 +1,4 @@ -// Copyright (C) 2019-2020 Intel Corporation +// Copyright (C) 2021 Intel Corporation // // SPDX-License-Identifier: MIT diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index d8c9c7615ddf..be14c69b172e 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -6,7 +6,7 @@ import React from 'react'; import { connect } from 'react-redux'; import { Row, Col } from 'antd/lib/grid'; import Popover from 'antd/lib/popover'; -import Icon, { ScissorOutlined } from '@ant-design/icons'; +import Icon, { AreaChartOutlined, ScissorOutlined } from '@ant-design/icons'; import Text from 'antd/lib/typography/Text'; import Tabs from 'antd/lib/tabs'; import Button from 'antd/lib/button'; @@ -29,6 +29,7 @@ import { } from 'actions/annotation-actions'; import LabelSelector from 'components/label-selector/label-selector'; import CVATTooltip from 'components/common/cvat-tooltip'; +import { HistogramEqualization } from 'utils/opencv-wrapper/histogram-equalization'; import withVisibilityHandling from './handle-popover-visibility'; interface Props { @@ -39,6 +40,7 @@ interface Props { states: any[]; frame: number; curZOrder: number; + data: any; } interface DispatchToProps { @@ -53,6 +55,7 @@ interface State { initializationError: boolean; initializationProgress: number; activeLabelID: number; + activeImageModifiers: string[]; } const core = getCore(); @@ -68,7 +71,7 @@ function mapStateToProps(state: CombinedState): Props { job: { instance: jobInstance, labels }, canvas: { activeControl, instance: canvasInstance }, player: { - frame: { number: frame }, + frame: { number: frame, data }, }, }, } = state; @@ -81,6 +84,7 @@ function mapStateToProps(state: CombinedState): Props { labels, states, frame, + data, }; } @@ -95,6 +99,7 @@ class OpenCVControlComponent extends React.PureComponent _state.clientID === this.interactiveStateID)[0] || null; } + private setupListener = async ():Promise => { + const { frame } = this.props; + if (this.activeImageModifier && this.activeImageModifier.currentEqualizedNumber !== frame) { + this.runImageModifier(); + } + }; + private cancelListener = async (): Promise => { const { fetchAnnotations, isActivated, jobInstance, frame, @@ -275,6 +291,33 @@ class OpenCVControlComponent extends React.PureComponent { + if (newBitmap) { + // eslint-disable-next-line no-underscore-dangle + data._data.imageData = newBitmap; + canvasInstance.setup(data, states, curZOrder, true); + } + }); + } + } + private renderDrawingContent(): JSX.Element { const { activeLabelID } = this.state; const { labels, canvasInstance, onInteractionStart } = this.props; @@ -310,6 +353,50 @@ class OpenCVControlComponent extends React.PureComponent + + + ); + } + + private renderImageContent():JSX.Element { + const { activeImageModifiers } = this.state; + const histogramActive = activeImageModifiers.includes('histogram'); + return ( + <> + + + + + + + ); } @@ -331,7 +418,9 @@ class OpenCVControlComponent extends React.PureComponent {this.renderDrawingContent()} - + + {this.renderImageContent()} + ) : ( <> diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/styles.scss b/cvat-ui/src/components/annotation-page/standard-workspace/styles.scss index ccc6962f836b..6897e2f1cb87 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/styles.scss +++ b/cvat-ui/src/components/annotation-page/standard-workspace/styles.scss @@ -228,6 +228,15 @@ } } +.cvat-opencv-image-tool { + @extend .cvat-opencv-drawing-tool; +} + +.cvat-opencv-image-tool-active { + color: #40a9ff; + border-color: #40a9ff; +} + .cvat-setup-tag-popover-content, .cvat-draw-shape-popover-content { padding: $grid-unit-size; diff --git a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts new file mode 100644 index 000000000000..b0c8bea97fbf --- /dev/null +++ b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts @@ -0,0 +1,110 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +export interface HistogramEqualization { + equalize: (src:ImageData, frameNumber: number)=>Promise ; + restoreImage: ()=>Promise; + currentEqualizedNumber: number | undefined; +} + +interface HashedImage{ + frameNumber: number, + bitmap: ImageBitmap, + timestamp: number, +} + +export default class HistogramEqualizationImplementation implements HistogramEqualization { + private readonly bufferSize: number = 20; + private cv:any; + private histHash: HashedImage[]; + private currentUnequalized: ImageData | undefined; + public currentEqualizedNumber: number | undefined; + private matImage: any; + private channels: any; + private dist: any; + + constructor(cv:any) { + this.cv = cv; + this.histHash = []; + } + + public async equalize(src:ImageData, frameNumber: number) : Promise { + const hashedFrame = this.isHashed(frameNumber); + let matImage = null; + if (!hashedFrame) { + const { cv } = this; + const dist = new cv.Mat(); + const channels = new cv.MatVector(); + try { + this.currentUnequalized = src; + this.currentEqualizedNumber = frameNumber; + matImage = cv.matFromImageData(src); + cv.cvtColor(matImage, matImage, cv.COLOR_RGBA2RGB, 0); + cv.cvtColor(matImage, matImage, cv.COLOR_RGB2YUV, 0); + cv.split(matImage, channels); + cv.equalizeHist(channels.get(0), channels.get(0)); + cv.merge(channels, dist); + cv.cvtColor(dist, dist, cv.COLOR_YUV2RGB, 0); + cv.cvtColor(dist, dist, cv.COLOR_RGB2RGBA, 0); + const arr = new Uint8ClampedArray(dist.data, dist.cols, dist.rows); + const imgData = new ImageData(arr, src.width, src.height); + return createImageBitmap(imgData).then((bitmap:ImageBitmap) => { + this.hashFrame(bitmap, frameNumber); + return bitmap; + }); + } catch (e) { + console.log('error in eq'); + console.log(e); + return undefined; + } finally { + if (matImage) { + matImage.delete(); + } + dist.delete(); + channels.delete(); + } + } else { + return hashedFrame; + } + } + + private isHashed(frameNumber: number): ImageBitmap|undefined { + for (const elem of this.histHash) { + if (elem.frameNumber === frameNumber) { + elem.timestamp = window.performance.now(); + return elem.bitmap; + } + } + return undefined; + } + + public async restoreImage():Promise { + if (this.currentUnequalized) { + return createImageBitmap(this.currentUnequalized); + } + return undefined; + } + + private hashFrame(bitmap:ImageBitmap, frameNumber:number):void{ + if (this.histHash.length >= this.bufferSize) { + const leastRecentlyUsed = this.histHash[0]; + const currentTimestamp = window.performance.now(); + let diff = currentTimestamp - leastRecentlyUsed.timestamp; + let leastIndex = 0; + for (let i = 1; i < this.histHash.length; i++) { + const currentDiff = currentTimestamp - this.histHash[i].timestamp; + if (currentDiff > diff) { + diff = currentDiff; + leastIndex = i; + } + } + this.histHash.splice(leastIndex, 1); + } + this.histHash.push({ + bitmap, + frameNumber, + timestamp: window.performance.now(), + }); + } +} diff --git a/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts b/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts index 74394a254009..e39714c32ae0 100644 --- a/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts +++ b/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts @@ -4,6 +4,7 @@ import getCore from 'cvat-core-wrapper'; import waitFor from '../wait-for'; +import HistogramEqualizationImplementation, { HistogramEqualization } from './histogram-equalization'; import IntelligentScissorsImplementation, { IntelligentScissors } from './intelligent-scissors'; @@ -89,6 +90,14 @@ export class OpenCVWrapper { intelligentScissorsFactory: () => new IntelligentScissorsImplementation(this.cv), }; } + + public get hist(): HistogramEqualization { + if (!this.initialized) { + throw new Error('Need to initialize OpenCV first'); + } + + return new HistogramEqualizationImplementation(this.cv); + } } export default new OpenCVWrapper(); From 9109e2454f827d9513b334f810039100701eabe8 Mon Sep 17 00:00:00 2001 From: klakhov Date: Thu, 22 Jul 2021 11:20:56 +0300 Subject: [PATCH 02/11] Fixed equalization memory leak --- cvat-canvas/src/typescript/canvas.ts | 2 +- .../controls-side-bar/opencv-control.tsx | 2 +- .../opencv-wrapper/histogram-equalization.ts | 52 ++++++++++++------- 3 files changed, 36 insertions(+), 20 deletions(-) diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index 3be51dcf32b6..dccb85fd9119 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -28,7 +28,7 @@ const CanvasVersion = pjson.version; interface Canvas { html(): HTMLDivElement; - setup(frameData: any, objectStates: any[], zLayer?: number): void; + setup(frameData: any, objectStates: any[], zLayer?: number, forceUpdate?: boolean): void; setupIssueRegions(issueRegions: Record): void; activate(clientID: number | null, attributeID?: number): void; rotate(rotationAngle: number): void; diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index be14c69b172e..325f5cf09ae1 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -152,6 +152,7 @@ class OpenCVControlComponent extends React.PureComponent => { const { frame } = this.props; + console.log(frame, this.activeImageModifier?.currentEqualizedNumber); if (this.activeImageModifier && this.activeImageModifier.currentEqualizedNumber !== frame) { this.runImageModifier(); } @@ -353,7 +354,6 @@ class OpenCVControlComponent extends React.PureComponent - ); } diff --git a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts index b0c8bea97fbf..15f099a78303 100644 --- a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts +++ b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts @@ -31,40 +31,56 @@ export default class HistogramEqualizationImplementation implements HistogramEqu public async equalize(src:ImageData, frameNumber: number) : Promise { const hashedFrame = this.isHashed(frameNumber); - let matImage = null; if (!hashedFrame) { const { cv } = this; - const dist = new cv.Mat(); - const channels = new cv.MatVector(); + let matImage = null; + const RGBImage = new cv.Mat(); + const YUVImage = new cv.Mat(); + const RGBDist = new cv.Mat(); + const YUVDist = new cv.Mat(); + const RGBADist = new cv.Mat(); + let channels = new cv.MatVector(); + const equalizedY = new cv.Mat(); try { this.currentUnequalized = src; this.currentEqualizedNumber = frameNumber; matImage = cv.matFromImageData(src); - cv.cvtColor(matImage, matImage, cv.COLOR_RGBA2RGB, 0); - cv.cvtColor(matImage, matImage, cv.COLOR_RGB2YUV, 0); - cv.split(matImage, channels); - cv.equalizeHist(channels.get(0), channels.get(0)); - cv.merge(channels, dist); - cv.cvtColor(dist, dist, cv.COLOR_YUV2RGB, 0); - cv.cvtColor(dist, dist, cv.COLOR_RGB2RGBA, 0); - const arr = new Uint8ClampedArray(dist.data, dist.cols, dist.rows); + cv.cvtColor(matImage, RGBImage, cv.COLOR_RGBA2RGB, 0); + cv.cvtColor(RGBImage, YUVImage, cv.COLOR_RGB2YUV, 0); + cv.split(YUVImage, channels); + const [Y, U, V] = [channels.get(0), channels.get(1), channels.get(2)]; + channels.delete(); + channels = null; + cv.equalizeHist(Y, equalizedY); + Y.delete(); + channels = new cv.MatVector(); + channels.push_back(equalizedY); equalizedY.delete(); + channels.push_back(U); U.delete(); + channels.push_back(V); V.delete(); + cv.merge(channels, YUVDist); + cv.cvtColor(YUVDist, RGBDist, cv.COLOR_YUV2RGB, 0); + cv.cvtColor(RGBDist, RGBADist, cv.COLOR_RGB2RGBA, 0); + const arr = new Uint8ClampedArray(RGBADist.data, RGBADist.cols, RGBADist.rows); const imgData = new ImageData(arr, src.width, src.height); return createImageBitmap(imgData).then((bitmap:ImageBitmap) => { this.hashFrame(bitmap, frameNumber); return bitmap; }); } catch (e) { - console.log('error in eq'); - console.log(e); + console.log('error in eq', e); return undefined; } finally { - if (matImage) { - matImage.delete(); - } - dist.delete(); - channels.delete(); + if (matImage) matImage.delete(); + if (channels) channels.delete(); + RGBImage.delete(); + YUVImage.delete(); + RGBDist.delete(); + YUVDist.delete(); + RGBADist.delete(); } } else { + this.currentUnequalized = src; + this.currentEqualizedNumber = frameNumber; return hashedFrame; } } From 2e2b2527bd659e804bce75d7b659ff64a6057467 Mon Sep 17 00:00:00 2001 From: klakhov Date: Thu, 22 Jul 2021 11:54:40 +0300 Subject: [PATCH 03/11] Removed unused console.log --- .../standard-workspace/controls-side-bar/opencv-control.tsx | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index fa765d3251a9..32ddad9e8797 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -99,13 +99,12 @@ class OpenCVControlComponent extends React.PureComponent => { const { frame } = this.props; - console.log(frame, this.activeImageModifier?.currentEqualizedNumber); if (this.activeImageModifier && this.activeImageModifier.currentEqualizedNumber !== frame) { this.runImageModifier(); } From 46839ebec978d492a5326b41607a85ca59b618a8 Mon Sep 17 00:00:00 2001 From: klakhov Date: Thu, 22 Jul 2021 13:05:00 +0300 Subject: [PATCH 04/11] Fixed eslint errors --- cvat-canvas/src/typescript/canvas.ts | 4 ++-- cvat-canvas/src/typescript/canvasModel.ts | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index dccb85fd9119..0889831609fe 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -1,4 +1,4 @@ -// Copyright (C) 2019-2020 Intel Corporation +// Copyright (C) 2019-2021 Intel Corporation // // SPDX-License-Identifier: MIT @@ -72,7 +72,7 @@ class CanvasImpl implements Canvas { return this.view.html(); } - public setup(frameData: any, objectStates: any[], zLayer = 0, forceUpdate=false): void { + public setup(frameData: any, objectStates: any[], zLayer = 0, forceUpdate = false): void { this.model.setup(frameData, objectStates, zLayer, forceUpdate); } diff --git a/cvat-canvas/src/typescript/canvasModel.ts b/cvat-canvas/src/typescript/canvasModel.ts index 3ad1bd32905e..ba01a926ccbc 100644 --- a/cvat-canvas/src/typescript/canvasModel.ts +++ b/cvat-canvas/src/typescript/canvasModel.ts @@ -183,7 +183,7 @@ export interface CanvasModel { zoom(x: number, y: number, direction: number): void; move(topOffset: number, leftOffset: number): void; - setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate:boolean): void; + setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate: boolean): void; setupIssueRegions(issueRegions: Record): void; activate(clientID: number | null, attributeID: number | null): void; rotate(rotationAngle: number): void; @@ -386,7 +386,7 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.notify(UpdateReasons.ZOOM_CANVAS); } - public setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate:boolean=false): void { + public setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate: boolean = false): void { if (this.data.imageID !== frameData.number) { if ([Mode.EDIT, Mode.DRAG, Mode.RESIZE].includes(this.data.mode)) { throw Error(`Canvas is busy. Action: ${this.data.mode}`); From e35aeaf7e3e552cba73c5ae14446bdf6b0ae9b56 Mon Sep 17 00:00:00 2001 From: klakhov Date: Mon, 26 Jul 2021 13:18:16 +0300 Subject: [PATCH 05/11] Fixed algorithm implementation in opencv control --- CHANGELOG.md | 1 + cvat-canvas/src/typescript/canvas.ts | 6 +- cvat-canvas/src/typescript/canvasModel.ts | 12 +- cvat-core/src/frames.js | 8 + cvat-core/src/plugins.js | 2 +- cvat-ui/src/actions/annotation-actions.ts | 1 - .../controls-side-bar/opencv-control.tsx | 148 ++++++++++++------ .../opencv-wrapper/histogram-equalization.ts | 45 +++--- .../utils/opencv-wrapper/opencv-interfaces.ts | 9 ++ .../utils/opencv-wrapper/opencv-wrapper.ts | 11 +- .../en/docs/manual/advanced/opencv-tools.md | 18 +++ site/content/en/images/image221.jpg | Bin 0 -> 5636 bytes site/content/en/images/image222.jpg | Bin 0 -> 430229 bytes 13 files changed, 172 insertions(+), 89 deletions(-) create mode 100644 cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts create mode 100644 site/content/en/images/image221.jpg create mode 100644 site/content/en/images/image222.jpg diff --git a/CHANGELOG.md b/CHANGELOG.md index 482f2efd38ad..5f8f0c6d87ed 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -15,6 +15,7 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0 - Ability to export/import tasks () - Add a tutorial for semi-automatic/automatic annotation () - Explicit "Done" button when drawing any polyshapes () +- Histogram equalization with OpenCV javascript () ### Changed diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index 0889831609fe..405e343850d1 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -28,7 +28,7 @@ const CanvasVersion = pjson.version; interface Canvas { html(): HTMLDivElement; - setup(frameData: any, objectStates: any[], zLayer?: number, forceUpdate?: boolean): void; + setup(frameData: any, objectStates: any[], zLayer?: number): void; setupIssueRegions(issueRegions: Record): void; activate(clientID: number | null, attributeID?: number): void; rotate(rotationAngle: number): void; @@ -72,8 +72,8 @@ class CanvasImpl implements Canvas { return this.view.html(); } - public setup(frameData: any, objectStates: any[], zLayer = 0, forceUpdate = false): void { - this.model.setup(frameData, objectStates, zLayer, forceUpdate); + public setup(frameData: any, objectStates: any[], zLayer = 0): void { + this.model.setup(frameData, objectStates, zLayer); } public setupIssueRegions(issueRegions: Record): void { diff --git a/cvat-canvas/src/typescript/canvasModel.ts b/cvat-canvas/src/typescript/canvasModel.ts index ba01a926ccbc..fce2b81b64ec 100644 --- a/cvat-canvas/src/typescript/canvasModel.ts +++ b/cvat-canvas/src/typescript/canvasModel.ts @@ -58,6 +58,7 @@ export interface Configuration { showProjections?: boolean; forceDisableEditing?: boolean; intelligentPolygonCrop?: boolean; + forceFrameUpdate?: boolean; } export interface DrawData { @@ -183,7 +184,7 @@ export interface CanvasModel { zoom(x: number, y: number, direction: number): void; move(topOffset: number, leftOffset: number): void; - setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate: boolean): void; + setup(frameData: any, objectStates: any[], zLayer: number): void; setupIssueRegions(issueRegions: Record): void; activate(clientID: number | null, attributeID: number | null): void; rotate(rotationAngle: number): void; @@ -386,14 +387,13 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.notify(UpdateReasons.ZOOM_CANVAS); } - public setup(frameData: any, objectStates: any[], zLayer: number, forceUpdate: boolean = false): void { + public setup(frameData: any, objectStates: any[], zLayer: number): void { if (this.data.imageID !== frameData.number) { if ([Mode.EDIT, Mode.DRAG, Mode.RESIZE].includes(this.data.mode)) { throw Error(`Canvas is busy. Action: ${this.data.mode}`); } } - - if (frameData.number === this.data.imageID && !forceUpdate) { + if (frameData.number === this.data.imageID && !this.data.configuration.forceFrameUpdate) { this.data.zLayer = zLayer; this.data.objects = objectStates; this.notify(UpdateReasons.OBJECTS_UPDATED); @@ -652,6 +652,10 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.data.configuration.intelligentPolygonCrop = configuration.intelligentPolygonCrop; } + if (typeof configuration.forceFrameUpdate === 'boolean'){ + this.data.configuration.forceFrameUpdate = configuration.forceFrameUpdate; + } + this.notify(UpdateReasons.CONFIG_UPDATED); } diff --git a/cvat-core/src/frames.js b/cvat-core/src/frames.js index 478b6c6569fb..fb4c4650a7e1 100644 --- a/cvat-core/src/frames.js +++ b/cvat-core/src/frames.js @@ -124,6 +124,14 @@ const result = await PluginRegistry.apiWrapper.call(this, FrameData.prototype.data, onServerRequest); return result; } + + get imageData() { + return this._data.imageData; + } + + set imageData(imageData) { + this._data.imageData = imageData; + } } FrameData.prototype.data.implementation = async function (onServerRequest) { diff --git a/cvat-core/src/plugins.js b/cvat-core/src/plugins.js index 3e1a4c2194c2..cabb8c56029c 100644 --- a/cvat-core/src/plugins.js +++ b/cvat-core/src/plugins.js @@ -1,4 +1,4 @@ -// Copyright (C) 2021 Intel Corporation +// Copyright (C) 2019-2021 Intel Corporation // // SPDX-License-Identifier: MIT diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index 9a3c866ef36c..d4ec5b0f4f07 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -719,7 +719,6 @@ export function changeFrameAsync(toFrame: number, fillBuffer?: boolean, frameSte return; } - // Start async requests dispatch({ type: AnnotationActionTypes.CHANGE_FRAME, diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index 32ddad9e8797..e3438a2544fa 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -30,6 +30,7 @@ import { import LabelSelector from 'components/label-selector/label-selector'; import CVATTooltip from 'components/common/cvat-tooltip'; import { HistogramEqualization } from 'utils/opencv-wrapper/histogram-equalization'; +import { ImageProcessing } from 'utils/opencv-wrapper/opencv-interfaces'; import withVisibilityHandling from './handle-popover-visibility'; interface Props { @@ -40,7 +41,7 @@ interface Props { states: any[]; frame: number; curZOrder: number; - data: any; + frameData: any; } interface DispatchToProps { @@ -55,7 +56,12 @@ interface State { initializationError: boolean; initializationProgress: number; activeLabelID: number; - activeImageModifiers: string[]; + activeImageModifiers: ImageModifier[]; +} + +interface ImageModifier { + modifier: ImageProcessing, + alias: string } const core = getCore(); @@ -71,7 +77,7 @@ function mapStateToProps(state: CombinedState): Props { job: { instance: jobInstance, labels }, canvas: { activeControl, instance: canvasInstance }, player: { - frame: { number: frame, data }, + frame: { number: frame, data: frameData }, }, }, } = state; @@ -84,7 +90,7 @@ function mapStateToProps(state: CombinedState): Props { labels, states, frame, - data, + frameData, }; } @@ -136,10 +142,13 @@ class OpenCVControlComponent extends React.PureComponent => { + private setupListener = ():void => { const { frame } = this.props; - if (this.activeImageModifier && this.activeImageModifier.currentEqualizedNumber !== frame) { - this.runImageModifier(); + const { activeImageModifiers } = this.state; + if (activeImageModifiers.length !== 0) { + if (activeImageModifiers[0].modifier.currentProcessedImage !== frame) { + this.runImageModifier(); + } } }; @@ -233,10 +242,12 @@ class OpenCVControlComponent extends React.PureComponent { - if (newBitmap) { - // eslint-disable-next-line no-underscore-dangle - data._data.imageData = newBitmap; - canvasInstance.setup(data, states, curZOrder, true); + let imageData = context.getImageData(0, 0, width, height); + for (const elem of activeImageModifiers) { + const newImageData = elem.modifier.processImage(imageData, frame); + if (newImageData) { + imageData = newImageData; + } else { + break; } + } + frameData.imageData = imageData; + canvasInstance.setup(frameData, states, curZOrder); + canvasInstance.configure({ forceFrameUpdate: false }); + } + } + + private imageModifier(alias: string):ImageProcessing|undefined { + const { activeImageModifiers } = this.state; + for (const elem of activeImageModifiers) { + if (elem.alias === alias) { + return elem.modifier; + } + } + return undefined; + } + + private disableImageModifier(alias: string):void { + const { activeImageModifiers } = this.state; + let index = -1; + for (let i = 0; i < activeImageModifiers.length; i++) { + if (activeImageModifiers[i].alias === alias) { + index = i; + break; + } + } + if (index !== -1) { + activeImageModifiers.splice(index, 1); + this.setState({ + activeImageModifiers: [...activeImageModifiers], }); } } + private enableImageModifier(modifier: ImageProcessing, alias: string): void{ + const { activeImageModifiers } = this.state; + activeImageModifiers.push({ modifier, alias }); + this.runImageModifier(); + this.setState({ + activeImageModifiers: [...activeImageModifiers], + }); + } + private renderDrawingContent(): JSX.Element { const { activeLabelID } = this.state; const { labels, canvasInstance, onInteractionStart } = this.props; @@ -299,45 +350,40 @@ class OpenCVControlComponent extends React.PureComponent - - - - - - - - + this.disableImageModifier('histogram'); + } + }} + > + + + + + ); } diff --git a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts index 15f099a78303..1da79a1a301e 100644 --- a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts +++ b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts @@ -2,15 +2,16 @@ // // SPDX-License-Identifier: MIT -export interface HistogramEqualization { - equalize: (src:ImageData, frameNumber: number)=>Promise ; - restoreImage: ()=>Promise; - currentEqualizedNumber: number | undefined; +import { ImageProcessing } from './opencv-interfaces'; + +export interface HistogramEqualization extends ImageProcessing{ + processImage: (src:ImageData, frameNumber: number)=>ImageData | undefined ; + restoreImage: ()=>ImageData|undefined; } interface HashedImage{ frameNumber: number, - bitmap: ImageBitmap, + frameData: ImageData, timestamp: number, } @@ -19,17 +20,14 @@ export default class HistogramEqualizationImplementation implements HistogramEqu private cv:any; private histHash: HashedImage[]; private currentUnequalized: ImageData | undefined; - public currentEqualizedNumber: number | undefined; - private matImage: any; - private channels: any; - private dist: any; + public currentProcessedImage: number | undefined; constructor(cv:any) { this.cv = cv; this.histHash = []; } - public async equalize(src:ImageData, frameNumber: number) : Promise { + public processImage(src:ImageData, frameNumber: number) : ImageData | undefined { const hashedFrame = this.isHashed(frameNumber); if (!hashedFrame) { const { cv } = this; @@ -43,7 +41,7 @@ export default class HistogramEqualizationImplementation implements HistogramEqu const equalizedY = new cv.Mat(); try { this.currentUnequalized = src; - this.currentEqualizedNumber = frameNumber; + this.currentProcessedImage = frameNumber; matImage = cv.matFromImageData(src); cv.cvtColor(matImage, RGBImage, cv.COLOR_RGBA2RGB, 0); cv.cvtColor(RGBImage, YUVImage, cv.COLOR_RGB2YUV, 0); @@ -62,12 +60,10 @@ export default class HistogramEqualizationImplementation implements HistogramEqu cv.cvtColor(RGBDist, RGBADist, cv.COLOR_RGB2RGBA, 0); const arr = new Uint8ClampedArray(RGBADist.data, RGBADist.cols, RGBADist.rows); const imgData = new ImageData(arr, src.width, src.height); - return createImageBitmap(imgData).then((bitmap:ImageBitmap) => { - this.hashFrame(bitmap, frameNumber); - return bitmap; - }); + this.hashFrame(imgData, frameNumber); + return imgData; } catch (e) { - console.log('error in eq', e); + console.log('Histogram equalization error', e); return undefined; } finally { if (matImage) matImage.delete(); @@ -80,29 +76,26 @@ export default class HistogramEqualizationImplementation implements HistogramEqu } } else { this.currentUnequalized = src; - this.currentEqualizedNumber = frameNumber; + this.currentProcessedImage = frameNumber; return hashedFrame; } } - private isHashed(frameNumber: number): ImageBitmap|undefined { + private isHashed(frameNumber: number): ImageData|undefined { for (const elem of this.histHash) { if (elem.frameNumber === frameNumber) { elem.timestamp = window.performance.now(); - return elem.bitmap; + return elem.frameData; } } return undefined; } - public async restoreImage():Promise { - if (this.currentUnequalized) { - return createImageBitmap(this.currentUnequalized); - } - return undefined; + public restoreImage():ImageData|undefined { + return this.currentUnequalized; } - private hashFrame(bitmap:ImageBitmap, frameNumber:number):void{ + private hashFrame(frameData:ImageData, frameNumber:number):void{ if (this.histHash.length >= this.bufferSize) { const leastRecentlyUsed = this.histHash[0]; const currentTimestamp = window.performance.now(); @@ -118,7 +111,7 @@ export default class HistogramEqualizationImplementation implements HistogramEqu this.histHash.splice(leastIndex, 1); } this.histHash.push({ - bitmap, + frameData, frameNumber, timestamp: window.performance.now(), }); diff --git a/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts b/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts new file mode 100644 index 000000000000..10c6be78aca2 --- /dev/null +++ b/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts @@ -0,0 +1,9 @@ +// Copyright (C) 2021 Intel Corporation +// +// SPDX-License-Identifier: MIT + +export interface ImageProcessing { + processImage: (src: ImageData, frameNumber: number) =>ImageData|undefined; + restoreImage: () => ImageData|undefined; + currentProcessedImage: number|undefined +} diff --git a/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts b/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts index e39714c32ae0..d337e1e6064f 100644 --- a/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts +++ b/cvat-ui/src/utils/opencv-wrapper/opencv-wrapper.ts @@ -15,6 +15,10 @@ export interface Segmentation { intelligentScissorsFactory: () => IntelligentScissors; } +export interface ImgProc { + hist: () => HistogramEqualization +} + export class OpenCVWrapper { private initialized: boolean; private cv: any; @@ -91,12 +95,13 @@ export class OpenCVWrapper { }; } - public get hist(): HistogramEqualization { + public get imgproc(): ImgProc { if (!this.initialized) { throw new Error('Need to initialize OpenCV first'); } - - return new HistogramEqualizationImplementation(this.cv); + return { + hist: () => new HistogramEqualizationImplementation(this.cv), + }; } } diff --git a/site/content/en/docs/manual/advanced/opencv-tools.md b/site/content/en/docs/manual/advanced/opencv-tools.md index ab68f0a17591..2ccc4ae35026 100644 --- a/site/content/en/docs/manual/advanced/opencv-tools.md +++ b/site/content/en/docs/manual/advanced/opencv-tools.md @@ -38,3 +38,21 @@ displayed as a red square which is tied to the cursor. - Once all the points are placed, you can complete the creation of the object by clicking on the icon or clicking `N`. As a result, a polygon will be created (read more about the polygons in the [annotation with polygons](/docs/manual/advanced/annotation-with-polygons/)). + +### Histogram Equalization + +Histogram equalization is an CV method that improves contrast in an image in order to stretch out the intensity range. +This method usually increases the global contrast of images when its usable data +is represented by close contrast values. +It is useful in images with backgrounds and foregrounds that are both bright or both dark. + +- First, select the image tab and then click on `histogram equalization` button. + + ![](/images/image221.jpg) + +- Then contrast of current frame will be improved. + If you change frame, it will be equalized too. + You can disable equalization by clicking `histogram equalization` button again. + + ![](/images/image222.jpg) + diff --git a/site/content/en/images/image221.jpg b/site/content/en/images/image221.jpg new file mode 100644 index 0000000000000000000000000000000000000000..eb1bf352eac12215a483d31028b16567595bc46c GIT binary patch literal 5636 zcmd6rXH-+&wuW~?M@k?8Y0^VSIw;bMLTD+pARs6K2?QyESU@@k0jbiYhXA2`f^<|A z5QR{rOHpZpQdB@tL_TiR@0@$?xaY^Y=f@d$W{r`(-o5i=uXoPuk+}|E9nJv|#A)-> z00;yCAleH!{1Xr{zC`d3#03T6JVei56~+7Gyc7d*7yc3tXMh-h{_nxa$iT?R%tQ-j zHkO~k24&-5qYWq*48jS4aS0#g;W;WSeoXL~xEvfVr>?4QV&V+?`{(KZJ-}fnz{Lzy zflTQ@;sBTnM8^d>>;{g}Rsg00(E|8e&@+JP7@0uKEQiwo^Kbp2Tach~gLZ*leXqG4 z$Fy}wKpkzyMq0^N;yKQFF_T1_v5#tDddkZ-?x%Kc&y*WfzV|(K9{`}FF}}4)iTITp zL)CBPZkA3*0HDMvyVKf@y)S+uJo{D>gV(dNX~%q4S+?$RmHf#@CawNU^L`-I*N~G# zj8NP-pF8FB1?pZX_W8rSbx~oDsvd{xXqNib!l6r3`3+ZF0dLZK1BPRBG=kmU7W+_3 z*L$}Jkc%t8%X@+*&1Ga1QX0)(0Sv*RfTQEQrVA=gfaFR0%D>>&`|g+u0HC8G6P3rs z2`M$V1$&#X%>jVBri%k(&6lu1si|nOpbsDSd*{Y@x>x=xgNQ%m2tzXRrPXhoDlr*QPbnzqAe;N9zP}S7f zdRDctlrsVVm}b9znzG(>9c>sKauuZ&*xmjuT9yQ8Y518W;J*U|rl(_I{FNdwr10N`px>A_Qjqx z*-uBsg^XvK9|Fpzcj~i!DOq?CQ?Bc?nE(@u@;Mu9QoxG~&cQt`Ye@l<0*kd8&z*ge zTPBYM)M_vOyK>5tF#V)%*9k3pVX&x(&$s~Y6u<3JWF^&tXIOGQ>oxnV*w@W0ZTt`Zz(boW)IFNncrJ7qQlE+>Tty@muKfzzr=5yEeLC#L@_{F zb8tOg1p&rZcm(r{B1}dkqip#KdV}V!5LV0T5QxyM2dw6qW>nzPT3Nw;s=G*|;IoKz zo=%260*|wrRb|5zK?)I&6}@hafHQ}cn;rto^ik~FkRn5RD7US^xF95ff zzAGUR{UBZSy=7~zxr9ljJgT3-eG1t%&Pu9|R&9j!4Gf*K$*8P}A<7cTe}v?@`c7(! za;LCiLY~IU`3-lFi<&pe%-aGnG+^J-fViModcM?&;zluL9wtej z%fQhd(ohT~OB3tc?4ijC4l+qrsgV#co1Z?=AhO_-m~G*h8$(*E!=PQ>1zY69h*?HwBO=^%z=?N>}8*ArkqvTlF@8`X)xt&C}SUFD)KX*E#@2Er6LSwuqdbU zkt_Sz5?k_Lo z+rNPpr5_7M3YL9(w=FF7D4@;t&vPmZK9heF{5}5?SaYuL-FQy?!x=qhFUN|(8>%_m zIW6v*ElC9>RZ6)xj|xuOR%i`*H{LiFje63}(w_ z@RX*cmd@b29M58JFURnwhK;d#&d~wq4TT`pHgV}HVlvgnmQd&mx31ZT>@RfO5%9m5w+j(maLC*^AP#7aN#fGqyz)3ZZ30MyM8M_&&uFp2+Mt^7wn-B zL$z$$6srdhq}aeJ==RBL89VwI_eo>HIQP~oyjy88vVO(KB_-2e6p6L%ux|{NVN+e( z`uM5JQ)9?^ghIHd?uG@lGv|}6%j}t{#?+dp;qXt4b!JeDG!1jBu~;~(mx}-q{ep!- zt3|RfgSAX~aKFJ8m$*}l+rd=%oFiWU;gwkM&5!AcJIZFhVz>AUiY~GCQ(UXg#dhPA zs{T>@onCp44*4nx>zsVhqH1i6d{FUKbFlRLM#NbE>#*;zQS^=_#sCxO*LWp{L}bBy zDmo`>H}G`M>}X=JtZU)hB~qgvnV4CNMf+kt5bjDlx;H3cKa|ziH$x0rjO=+8051Cy zduh4xC3EzOWn$_T7>1WDWDpoUrcP2#DdH${5^6hf`eFsLN@?WmJ@u=jTIjCOCcOLo z&c0z4lwu8;7ibAmOoNW|m2-?srQ{%VHO49(IZ8$E-I6(7i8;w9H^(Xp0VSx>@7>(e!Pt%_;luQM+i0ry>>2aR;RB}f-pn3~ z#+kBptqHNmJsOjE$8|>*cdi8`W;FOMoVB2@)G3za%g2+Nce14QviQ2$2XqycL{pyN zI3t9QuxGY4igz!elvhn2*6`-3S%j(eFT}JpPjseDjpv}FiT<~hv~3w8rDVTkbyL;9 zC#;$7uF2;yO_sc|8v9>ECpo(0X#>9FH{>PORKhZhjf*fiE^~%-DjPYC$SeU6Rf; za+cge@NyqR`^Mf#yGq!v%n6Z(zs=0Waopd=6DB6q;1?b1%$Z`iV7~IkMcQj$dcBOP z-fVb%)gL1xee5G6uTdj`aNDrnDd3 zV{=1`ZmQ9$`uwbJ!uvd(smHwMA0&7!_3uG_`noK^#e367PqOzS6Sny*K)%uZc6D(u zGXHA3d2Y8l#fQTF2$d%WYN)Qn6&;<|LdJ*uVb&Qq!(Y}MD@CeosjKwHUXFkygk09V z>m;$cSIul|_Tye5%GyopsYKSU8L@mOj0~H4$DqT1?eV<6Lm9f^(F!IrV|<{zP1qQ_ z_4!@D=|o$BBqHl0xvHvtX8|Q?NT1 zUUl}FpXPxP1&R|}ws*PM1T)vfwsq*Z-(3HiFx`CueN%XYYxilBI3AIy>0D$BFEtQsHaIZw?NbRB*qBtJ|!m+mtv zINbS2plna`k;;Ec;)W&IDLK5(=*3z&x8>z$XcQ_j`WCrP?h313pKlQX#hU8J{aOKs zYI{e-KM_mpGAym&SwS8nPV1Sl*{IY`MXK;>+K=R$*dg2N6pO8s2VT0UkCjRq{cU3T$^(=xV zKr{+j0*-JHt7Do$?O$s@b+ay*<!H1$;^wZ)@7%C?e9cp+ zD;YgCQ8r-H_GO==_q0nKhQADNvj;E zkB&lHyJw~5#Je6r+}(P9#J{5a^VoIdcbUi@hs&79ZwdxiR?j>T*}x5Cj%#NBh>7x~ zj4K#Qj*%O`2#%2YcxtE+OW!L5o+QfRYSoc+E4@2#!y|Ze)}gCWYwmuE;eB^z#;0Zu zEE0{yuoa_|O2#$&wZ5PAi?a6XYgNe95Rz+PNZ41O4N{tr_trw1cCO2b+ zdiUPl;P~_&!Wc~9X11+wa^!8Fgg+7$iD56X-0em09@pO3)6rCU$X;^@5DPc5-!M)b z0^LKq{g>!`ZZ3H3dn%i9!ccH8r)PY(-wbK5+V*Xwl2a7U%-;F+bMkn8U{iVsl&zjS z2z=8|*gYt?NfA5*7IOZvgi8LF&dj77_ti(}a%}d!il!aI<+ow%I!WS-zQqxwGIP7+ z)7{9Xn`T{hysNgWu_i4Um2!mVC{ja(6P3m2QlD<7NORSL=I>b>RWD^SC$8w8&r&?` zc23w=Ci%V%y}K_<{C(d6yYF-y_j3-8*=NiwD(c(q9keIpy<(U9{HWgE(Xu8EkOw zxFZ@;hbxi^BViwWD?yo6 zOLnly9v5{G)G_%Fr^BB=fJ1h*>x!^|L#x?_K%MaUs)N*w>lC12*)7 zH3*A!qCdc?7OT9GAzfUlCH6rdk4G%o;pjMj#La~Z3NiwTgEZY7wIZ8Li zG{*5?9M^$Jus*G~SL32J^I%4%-+leho*x9}0_fe3SGn<84p12wgn2UqpIY0EDlZ zKLm73r6R~!)O2V^N7rc*CD9(8B?tH`v217nU=nFV+RbK5YBv{wry4%$BerH(JH8Gt zRcf{6ZQ9wcvTN;0esfLY%q3l}(&mC&!!tuB7dKW))I+w1p$b)b0^_RHLsVCkthpH6 z#6vuPMtw@MSY1uVqbxpwK`&F4DC<))kX!Px&X(@RmDWR`_*6pJg40+79ARjv2fa0x zkx>C5MRAzuh&#b0#ht)tWjfCGLxASzDVm>jU@!wC>yh6ZC_nc~xBz-?Lk31DTt&

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.../opencv-wrapper/histogram-equalization.ts | 6 ++-- .../utils/opencv-wrapper/opencv-interfaces.ts | 2 +- 5 files changed, 19 insertions(+), 32 deletions(-) diff --git a/cvat-core/src/plugins.js b/cvat-core/src/plugins.js index cabb8c56029c..88d4ec83a679 100644 --- a/cvat-core/src/plugins.js +++ b/cvat-core/src/plugins.js @@ -1,4 +1,4 @@ -// Copyright (C) 2019-2021 Intel Corporation +// Copyright (C) 2019-2020 Intel Corporation // // SPDX-License-Identifier: MIT diff --git a/cvat-ui/src/actions/annotation-actions.ts b/cvat-ui/src/actions/annotation-actions.ts index d4ec5b0f4f07..96bfb8d20dc6 100644 --- a/cvat-ui/src/actions/annotation-actions.ts +++ b/cvat-ui/src/actions/annotation-actions.ts @@ -689,7 +689,8 @@ export function getPredictionsAsync(): ThunkAction { }; } -export function changeFrameAsync(toFrame: number, fillBuffer?: boolean, frameStep?: number): ThunkAction { +export function changeFrameAsync(toFrame: number, fillBuffer?: boolean, frameStep?: number, + forceUpdate?: boolean): ThunkAction { return async (dispatch: ActionCreator): Promise => { const state: CombinedState = getStore().getState(); const { instance: job } = state.annotation.job; @@ -700,7 +701,7 @@ export function changeFrameAsync(toFrame: number, fillBuffer?: boolean, frameSte throw Error(`Required frame ${toFrame} is out of the current job`); } - if (toFrame === frame) { + if (toFrame === frame && !forceUpdate) { dispatch({ type: AnnotationActionTypes.CHANGE_FRAME_SUCCESS, payload: { diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index e3438a2544fa..1f3890ce2f98 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -26,10 +26,10 @@ import { fetchAnnotationsAsync, updateAnnotationsAsync, createAnnotationsAsync, + changeFrameAsync, } from 'actions/annotation-actions'; import LabelSelector from 'components/label-selector/label-selector'; import CVATTooltip from 'components/common/cvat-tooltip'; -import { HistogramEqualization } from 'utils/opencv-wrapper/histogram-equalization'; import { ImageProcessing } from 'utils/opencv-wrapper/opencv-interfaces'; import withVisibilityHandling from './handle-popover-visibility'; @@ -49,6 +49,7 @@ interface DispatchToProps { updateAnnotations(statesToUpdate: any[]): void; createAnnotations(sessionInstance: any, frame: number, statesToCreate: any[]): void; fetchAnnotations(): void; + changeFrame(toFrame: number, fillBuffer?: boolean, frameStep?: number, forceUpdate?: boolean):void; } interface State { @@ -99,17 +100,16 @@ const mapDispatchToProps = { updateAnnotations: updateAnnotationsAsync, fetchAnnotations: fetchAnnotationsAsync, createAnnotations: createAnnotationsAsync, + changeFrame: changeFrameAsync, }; class OpenCVControlComponent extends React.PureComponent { private activeTool: IntelligentScissors | null; - private activeImageModifier: HistogramEqualization | null; public constructor(props: Props & DispatchToProps) { super(props); const { labels } = props; this.activeTool = null; - this.activeImageModifier = null; this.state = { libraryInitialized: openCVWrapper.isInitialized, @@ -259,16 +259,10 @@ class OpenCVControlComponent extends React.PureComponent + activeImageModifier.modifier.processImage(oldImageData, frame), imageData); + frameData.imageData = newImageData; canvasInstance.setup(frameData, states, curZOrder); canvasInstance.configure({ forceFrameUpdate: false }); } @@ -363,19 +357,11 @@ class OpenCVControlComponent extends React.PureComponent { - canvasInstance.configure({ forceFrameUpdate: true }); - frameData.imageData = newBitmap; - canvasInstance.setup(frameData, states, curZOrder); - canvasInstance.configure({ forceFrameUpdate: false }); - }); - } this.disableImageModifier('histogram'); + const { changeFrame } = this.props; + const { frame, canvasInstance } = this.props; + canvasInstance.configure({ forceFrameUpdate: true }); + changeFrame(frame, false, 1, true); } }} > diff --git a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts index 1da79a1a301e..256e51fcc807 100644 --- a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts +++ b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts @@ -5,7 +5,7 @@ import { ImageProcessing } from './opencv-interfaces'; export interface HistogramEqualization extends ImageProcessing{ - processImage: (src:ImageData, frameNumber: number)=>ImageData | undefined ; + processImage: (src:ImageData, frameNumber: number)=>ImageData; restoreImage: ()=>ImageData|undefined; } @@ -27,7 +27,7 @@ export default class HistogramEqualizationImplementation implements HistogramEqu this.histHash = []; } - public processImage(src:ImageData, frameNumber: number) : ImageData | undefined { + public processImage(src:ImageData, frameNumber: number) : ImageData { const hashedFrame = this.isHashed(frameNumber); if (!hashedFrame) { const { cv } = this; @@ -64,7 +64,7 @@ export default class HistogramEqualizationImplementation implements HistogramEqu return imgData; } catch (e) { console.log('Histogram equalization error', e); - return undefined; + return src; } finally { if (matImage) matImage.delete(); if (channels) channels.delete(); diff --git a/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts b/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts index 10c6be78aca2..4096242f7af5 100644 --- a/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts +++ b/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts @@ -3,7 +3,7 @@ // SPDX-License-Identifier: MIT export interface ImageProcessing { - processImage: (src: ImageData, frameNumber: number) =>ImageData|undefined; + processImage: (src: ImageData, frameNumber: number) => ImageData; restoreImage: () => ImageData|undefined; currentProcessedImage: number|undefined } From 435f937a906cc2d4a34106942bb0e6bbeff324d3 Mon Sep 17 00:00:00 2001 From: klakhov Date: Mon, 26 Jul 2021 14:12:49 +0300 Subject: [PATCH 07/11] Fixed eslint errors --- cvat-canvas/src/typescript/canvasModel.ts | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/cvat-canvas/src/typescript/canvasModel.ts b/cvat-canvas/src/typescript/canvasModel.ts index fce2b81b64ec..0da3bce42a91 100644 --- a/cvat-canvas/src/typescript/canvasModel.ts +++ b/cvat-canvas/src/typescript/canvasModel.ts @@ -652,7 +652,7 @@ export class CanvasModelImpl extends MasterImpl implements CanvasModel { this.data.configuration.intelligentPolygonCrop = configuration.intelligentPolygonCrop; } - if (typeof configuration.forceFrameUpdate === 'boolean'){ + if (typeof configuration.forceFrameUpdate === 'boolean') { this.data.configuration.forceFrameUpdate = configuration.forceFrameUpdate; } From 4cebe166e34886f0afe631224f611210d75c9104 Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 27 Jul 2021 09:15:15 +0300 Subject: [PATCH 08/11] Removed outdated code and reworked cycles in functions --- cvat-canvas/src/typescript/canvas.ts | 2 +- .../controls-side-bar/opencv-control.tsx | 67 +++++++++---------- .../opencv-wrapper/histogram-equalization.ts | 26 +++---- .../utils/opencv-wrapper/opencv-interfaces.ts | 1 - 4 files changed, 41 insertions(+), 55 deletions(-) diff --git a/cvat-canvas/src/typescript/canvas.ts b/cvat-canvas/src/typescript/canvas.ts index 405e343850d1..bc19a8381cd5 100644 --- a/cvat-canvas/src/typescript/canvas.ts +++ b/cvat-canvas/src/typescript/canvas.ts @@ -1,4 +1,4 @@ -// Copyright (C) 2019-2021 Intel Corporation +// Copyright (C) 2019-2020 Intel Corporation // // SPDX-License-Identifier: MIT diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index 1f3890ce2f98..1e6bd2817f08 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -241,52 +241,49 @@ class OpenCVControlComponent extends React.PureComponent + activeImageModifier.modifier.processImage(oldImageData, frame), imageData); + frameData.imageData = newImageData; + canvasInstance.setup(frameData, states, curZOrder); } - const imageData = context.getImageData(0, 0, width, height); - const newImageData = activeImageModifiers.reduce((oldImageData, activeImageModifier) => - activeImageModifier.modifier.processImage(oldImageData, frame), imageData); - frameData.imageData = newImageData; - canvasInstance.setup(frameData, states, curZOrder); + } catch (error) { + notification.error({ + description: error.toString(), + message: 'OpenCV.js processing error occured', + }); + } finally { canvasInstance.configure({ forceFrameUpdate: false }); } } - private imageModifier(alias: string):ImageProcessing|undefined { + private imageModifier(alias: string): ImageProcessing|null { const { activeImageModifiers } = this.state; - for (const elem of activeImageModifiers) { - if (elem.alias === alias) { - return elem.modifier; - } - } - return undefined; + return activeImageModifiers.find((imageModifier) => imageModifier.alias === alias)?.modifier || null; } private disableImageModifier(alias: string):void { const { activeImageModifiers } = this.state; - let index = -1; - for (let i = 0; i < activeImageModifiers.length; i++) { - if (activeImageModifiers[i].alias === alias) { - index = i; - break; - } - } + const index = activeImageModifiers.findIndex((imageModifier) => imageModifier.alias === alias); if (index !== -1) { activeImageModifiers.splice(index, 1); this.setState({ diff --git a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts index 256e51fcc807..7bf339667800 100644 --- a/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts +++ b/cvat-ui/src/utils/opencv-wrapper/histogram-equalization.ts @@ -6,7 +6,6 @@ import { ImageProcessing } from './opencv-interfaces'; export interface HistogramEqualization extends ImageProcessing{ processImage: (src:ImageData, frameNumber: number)=>ImageData; - restoreImage: ()=>ImageData|undefined; } interface HashedImage{ @@ -19,7 +18,6 @@ export default class HistogramEqualizationImplementation implements HistogramEqu private readonly bufferSize: number = 20; private cv:any; private histHash: HashedImage[]; - private currentUnequalized: ImageData | undefined; public currentProcessedImage: number | undefined; constructor(cv:any) { @@ -28,7 +26,7 @@ export default class HistogramEqualizationImplementation implements HistogramEqu } public processImage(src:ImageData, frameNumber: number) : ImageData { - const hashedFrame = this.isHashed(frameNumber); + const hashedFrame = this.hashedFrame(frameNumber); if (!hashedFrame) { const { cv } = this; let matImage = null; @@ -40,7 +38,6 @@ export default class HistogramEqualizationImplementation implements HistogramEqu let channels = new cv.MatVector(); const equalizedY = new cv.Mat(); try { - this.currentUnequalized = src; this.currentProcessedImage = frameNumber; matImage = cv.matFromImageData(src); cv.cvtColor(matImage, RGBImage, cv.COLOR_RGBA2RGB, 0); @@ -75,30 +72,23 @@ export default class HistogramEqualizationImplementation implements HistogramEqu RGBADist.delete(); } } else { - this.currentUnequalized = src; this.currentProcessedImage = frameNumber; return hashedFrame; } } - private isHashed(frameNumber: number): ImageData|undefined { - for (const elem of this.histHash) { - if (elem.frameNumber === frameNumber) { - elem.timestamp = window.performance.now(); - return elem.frameData; - } + private hashedFrame(frameNumber: number): ImageData|null { + const hashed = this.histHash.find((_hashed) => _hashed.frameNumber === frameNumber); + if (hashed) { + hashed.timestamp = Date.now(); } - return undefined; - } - - public restoreImage():ImageData|undefined { - return this.currentUnequalized; + return hashed?.frameData || null; } private hashFrame(frameData:ImageData, frameNumber:number):void{ if (this.histHash.length >= this.bufferSize) { const leastRecentlyUsed = this.histHash[0]; - const currentTimestamp = window.performance.now(); + const currentTimestamp = Date.now(); let diff = currentTimestamp - leastRecentlyUsed.timestamp; let leastIndex = 0; for (let i = 1; i < this.histHash.length; i++) { @@ -113,7 +103,7 @@ export default class HistogramEqualizationImplementation implements HistogramEqu this.histHash.push({ frameData, frameNumber, - timestamp: window.performance.now(), + timestamp: Date.now(), }); } } diff --git a/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts b/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts index 4096242f7af5..fd82fb282902 100644 --- a/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts +++ b/cvat-ui/src/utils/opencv-wrapper/opencv-interfaces.ts @@ -4,6 +4,5 @@ export interface ImageProcessing { processImage: (src: ImageData, frameNumber: number) => ImageData; - restoreImage: () => ImageData|undefined; currentProcessedImage: number|undefined } From 44356c217678a14a8600f1f9fa357f68f77091ed Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 27 Jul 2021 12:22:10 +0300 Subject: [PATCH 09/11] Fixed forceUpdate flag disabling --- .../controls-side-bar/opencv-control.tsx | 104 +++++++++--------- 1 file changed, 55 insertions(+), 49 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index 1e6bd2817f08..a60d7bb3491c 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -105,11 +105,13 @@ const mapDispatchToProps = { class OpenCVControlComponent extends React.PureComponent { private activeTool: IntelligentScissors | null; + private canvasForceUpdateWasEnabled: boolean; public constructor(props: Props & DispatchToProps) { super(props); const { labels } = props; this.activeTool = null; + this.canvasForceUpdateWasEnabled = false; this.state = { libraryInitialized: openCVWrapper.isInitialized, @@ -123,7 +125,7 @@ class OpenCVControlComponent extends React.PureComponent { - const { frame } = this.props; - const { activeImageModifiers } = this.state; - if (activeImageModifiers.length !== 0) { - if (activeImageModifiers[0].modifier.currentProcessedImage !== frame) { - this.runImageModifier(); - } - } - }; - private interactionListener = async (e: Event): Promise => { const { createAnnotations, isActivated, jobInstance, frame, labels, curZOrder, canvasInstance, @@ -199,6 +191,41 @@ class OpenCVControlComponent extends React.PureComponent { + const { activeImageModifiers } = this.state; + const { + frameData, states, curZOrder, canvasInstance, frame, + } = this.props; + try { + if (activeImageModifiers.length !== 0 && activeImageModifiers[0].modifier.currentProcessedImage !== frame) { + this.enableCanvasForceUpdate(); + const canvas: HTMLCanvasElement | undefined = window.document.getElementById('cvat_canvas_background') as + | HTMLCanvasElement + | undefined; + if (!canvas) { + throw new Error('Element #cvat_canvas_background was not found'); + } + const { width, height } = canvas; + const context = canvas.getContext('2d'); + if (!context) { + throw new Error('Canvas context is empty'); + } + const imageData = context.getImageData(0, 0, width, height); + const newImageData = activeImageModifiers.reduce((oldImageData, activeImageModifier) => + activeImageModifier.modifier.processImage(oldImageData, frame), imageData); + frameData.imageData = newImageData; + canvasInstance.setup(frameData, states, curZOrder); + } + } catch (error) { + notification.error({ + description: error.toString(), + message: 'OpenCV.js processing error occured', + }); + } finally { + this.disableCanvasForceUpdate(); + } + }; + private async runCVAlgorithm(pressedPoints: number[], threshold: number): Promise { // Getting image data const canvas: HTMLCanvasElement | undefined = window.document.getElementById('cvat_canvas_background') as @@ -241,41 +268,6 @@ class OpenCVControlComponent extends React.PureComponent - activeImageModifier.modifier.processImage(oldImageData, frame), imageData); - frameData.imageData = newImageData; - canvasInstance.setup(frameData, states, curZOrder); - } - } catch (error) { - notification.error({ - description: error.toString(), - message: 'OpenCV.js processing error occured', - }); - } finally { - canvasInstance.configure({ forceFrameUpdate: false }); - } - } - private imageModifier(alias: string): ImageProcessing|null { const { activeImageModifiers } = this.state; return activeImageModifiers.find((imageModifier) => imageModifier.alias === alias)?.modifier || null; @@ -301,6 +293,20 @@ class OpenCVControlComponent extends React.PureComponent Date: Tue, 27 Jul 2021 15:05:55 +0300 Subject: [PATCH 10/11] Fixed image bitmap creation --- .../standard-workspace/controls-side-bar/opencv-control.tsx | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index a60d7bb3491c..9b6a529e53d9 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -191,7 +191,7 @@ class OpenCVControlComponent extends React.PureComponent { + private runImageModifier = async ():Promise => { const { activeImageModifiers } = this.state; const { frameData, states, curZOrder, canvasInstance, frame, @@ -213,7 +213,8 @@ class OpenCVControlComponent extends React.PureComponent activeImageModifier.modifier.processImage(oldImageData, frame), imageData); - frameData.imageData = newImageData; + const imageBitmap = await createImageBitmap(newImageData); + frameData.imageData = imageBitmap; canvasInstance.setup(frameData, states, curZOrder); } } catch (error) { From 620e0b296ce8bcf45346879106a71e38d790e72d Mon Sep 17 00:00:00 2001 From: klakhov Date: Tue, 27 Jul 2021 16:05:50 +0300 Subject: [PATCH 11/11] Fixed running setState and imageModifier --- .../controls-side-bar/opencv-control.tsx | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx index 9b6a529e53d9..f2f86766ca30 100644 --- a/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx +++ b/cvat-ui/src/components/annotation-page/standard-workspace/controls-side-bar/opencv-control.tsx @@ -286,11 +286,11 @@ class OpenCVControlComponent extends React.PureComponent ({ + ...prev, + activeImageModifiers: [...prev.activeImageModifiers, { modifier, alias }], + }), () => { + this.runImageModifier(); }); }