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Oct 17, 2024
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Pimo tutorials/04 advanced iv #2352

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de6e074
add notebook 701e_aupimo_advanced_iv on load/save and statistical com…
jpcbertoldo Oct 7, 2024
91fed99
make `AUPIMOResult.num_thresholds` optional
jpcbertoldo Oct 8, 2024
dfcbd2f
add aupimo notebook advanced iv (load/save and statistical tests)
jpcbertoldo Oct 8, 2024
f70fa18
simplify cite us and mention intal
jpcbertoldo Oct 15, 2024
21549ea
fix readme
jpcbertoldo Oct 16, 2024
242a183
Merge branch 'main' into pimo_tutorials/04_advanced_iv
samet-akcay Oct 16, 2024
d4975b7
Merge branch 'main' into pimo_tutorials/04_advanced_iv
samet-akcay Oct 17, 2024
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21 changes: 6 additions & 15 deletions notebooks/700_metrics/701a_aupimo.ipynb
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"source": [
"# Cite Us\n",
"\n",
"AUPIMO was developed during Google Summer of Code 2023 (GSoC 2023) with the `anomalib` team from OpenVINO Toolkit.\n",
"AUPIMO was developed during [Google Summer of Code 2023 (GSoC 2023)](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd) with the `anomalib` team from Intel's OpenVINO Toolkit.\n",
"\n",
"Our work was accepted to the British Machine Vision Conference 2024 (BMVC 2024).\n",
"arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"```bibtex\n",
"@misc{bertoldo2024aupimo,\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" author={Joao P. C. Bertoldo and Dick Ameln and Ashwin Vaidya and Samet Akçay},\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" year={2024},\n",
" eprint={2401.01984},\n",
" archivePrefix={arXiv},\n",
" primaryClass={cs.CV},\n",
" url={https://arxiv.org/abs/2401.01984}, \n",
"}\n",
"```\n",
"\n",
"Paper on arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Medium post: [medium.com/p/c653ac30e802](https://medium.com/p/c653ac30e802)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"GSoC 2023 page: [summerofcode.withgoogle.com/archive/2023/projects/SPMopugd](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd)"
"```"
]
}
],
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42 changes: 12 additions & 30 deletions notebooks/700_metrics/701b_aupimo_advanced_i.ipynb
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Expand Up @@ -775,29 +775,20 @@
"source": [
"# Cite Us\n",
"\n",
"AUPIMO was developed during Google Summer of Code 2023 (GSoC 2023) with the `anomalib` team from OpenVINO Toolkit.\n",
"AUPIMO was developed during [Google Summer of Code 2023 (GSoC 2023)](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd) with the `anomalib` team from Intel's OpenVINO Toolkit.\n",
"\n",
"Our work was accepted to the British Machine Vision Conference 2024 (BMVC 2024).\n",
"arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"```bibtex\n",
"@misc{bertoldo2024aupimo,\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" author={Joao P. C. Bertoldo and Dick Ameln and Ashwin Vaidya and Samet Akçay},\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" year={2024},\n",
" eprint={2401.01984},\n",
" archivePrefix={arXiv},\n",
" primaryClass={cs.CV},\n",
" url={https://arxiv.org/abs/2401.01984}, \n",
"}\n",
"```\n",
"\n",
"Paper on arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Medium post: [medium.com/p/c653ac30e802](https://medium.com/p/c653ac30e802)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"GSoC 2023 page: [summerofcode.withgoogle.com/archive/2023/projects/SPMopugd](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd)"
"```"
]
},
{
Expand Down Expand Up @@ -1382,29 +1373,20 @@
"source": [
"# Cite Us\n",
"\n",
"AUPIMO was developed during Google Summer of Code 2023 (GSoC 2023) with the `anomalib` team from OpenVINO Toolkit.\n",
"AUPIMO was developed during [Google Summer of Code 2023 (GSoC 2023)](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd) with the `anomalib` team from Intel's OpenVINO Toolkit.\n",
"\n",
"Our work was accepted to the British Machine Vision Conference 2024 (BMVC 2024).\n",
"arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"```bibtex\n",
"@misc{bertoldo2024aupimo,\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" author={Joao P. C. Bertoldo and Dick Ameln and Ashwin Vaidya and Samet Akçay},\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" year={2024},\n",
" eprint={2401.01984},\n",
" archivePrefix={arXiv},\n",
" primaryClass={cs.CV},\n",
" url={https://arxiv.org/abs/2401.01984}, \n",
"}\n",
"```\n",
"\n",
"Paper on arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Medium post: [medium.com/p/c653ac30e802](https://medium.com/p/c653ac30e802)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"GSoC 2023 page: [summerofcode.withgoogle.com/archive/2023/projects/SPMopugd](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd)"
"```"
]
}
],
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21 changes: 6 additions & 15 deletions notebooks/700_metrics/701c_aupimo_advanced_ii.ipynb
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Expand Up @@ -885,29 +885,20 @@
"source": [
"# Cite Us\n",
"\n",
"AUPIMO was developed during Google Summer of Code 2023 (GSoC 2023) with the `anomalib` team from OpenVINO Toolkit.\n",
"AUPIMO was developed during [Google Summer of Code 2023 (GSoC 2023)](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd) with the `anomalib` team from Intel's OpenVINO Toolkit.\n",
"\n",
"Our work was accepted to the British Machine Vision Conference 2024 (BMVC 2024).\n",
"arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"```bibtex\n",
"@misc{bertoldo2024aupimo,\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" author={Joao P. C. Bertoldo and Dick Ameln and Ashwin Vaidya and Samet Akçay},\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" year={2024},\n",
" eprint={2401.01984},\n",
" archivePrefix={arXiv},\n",
" primaryClass={cs.CV},\n",
" url={https://arxiv.org/abs/2401.01984}, \n",
"}\n",
"```\n",
"\n",
"Paper on arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Medium post: [medium.com/p/c653ac30e802](https://medium.com/p/c653ac30e802)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"GSoC 2023 page: [summerofcode.withgoogle.com/archive/2023/projects/SPMopugd](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd)"
"```"
]
}
],
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21 changes: 6 additions & 15 deletions notebooks/700_metrics/701d_aupimo_advanced_iii.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -321,29 +321,20 @@
"source": [
"# Cite Us\n",
"\n",
"AUPIMO was developed during Google Summer of Code 2023 (GSoC 2023) with the `anomalib` team from OpenVINO Toolkit.\n",
"AUPIMO was developed during [Google Summer of Code 2023 (GSoC 2023)](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd) with the `anomalib` team from Intel's OpenVINO Toolkit.\n",
"\n",
"Our work was accepted to the British Machine Vision Conference 2024 (BMVC 2024).\n",
"arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"```bibtex\n",
"@misc{bertoldo2024aupimo,\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" author={Joao P. C. Bertoldo and Dick Ameln and Ashwin Vaidya and Samet Akçay},\n",
" title={{AUPIMO: Redefining Visual Anomaly Detection Benchmarks with High Speed and Low Tolerance}}, \n",
" year={2024},\n",
" eprint={2401.01984},\n",
" archivePrefix={arXiv},\n",
" primaryClass={cs.CV},\n",
" url={https://arxiv.org/abs/2401.01984}, \n",
"}\n",
"```\n",
"\n",
"Paper on arXiv: [arxiv.org/abs/2401.01984](https://arxiv.org/abs/2401.01984) (accepted to BMVC 2024)\n",
"\n",
"Medium post: [medium.com/p/c653ac30e802](https://medium.com/p/c653ac30e802)\n",
"\n",
"Official repository: [github.com/jpcbertoldo/aupimo](https://github.com/jpcbertoldo/aupimo) (numpy-only API and numba-accelerated versions available)\n",
"\n",
"GSoC 2023 page: [summerofcode.withgoogle.com/archive/2023/projects/SPMopugd](https://summerofcode.withgoogle.com/archive/2023/projects/SPMopugd)"
"```"
]
}
],
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