Hello all,
\nWish you all the best for the challenge. Hope the below references could get one started well-
\nAll the best and regards!
", "messages": [ { "id": "2516590", "postDate": "11/07/2023 19:47:05", "content": "Hello all,
\nWish you all the best for the challenge. Hope the below references could get one started well-
\nAll the best and regards!
", "rawMarkdown": "Hello all,\n\nWish you all the best for the challenge. Hope the below references could get one started well- \n\n# Similar competitions\n## [HuBMAP - Hacking the Human Vasculature](https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature)\n### Top 5 voted kernels\n1. https://www.kaggle.com/code/ihelon/hubmap-exploratory-data-analysis\n2. https://www.kaggle.com/code/mersico/medical-instance-segmentation-with-yolov8\n3. https://www.kaggle.com/code/leonidkulyk/eda-hubmap-hhv-interactive-annotations\n4. https://www.kaggle.com/code/itsuki9180/hubmap-inference\n5. https://www.kaggle.com/code/ayushs9020/inventing-image-segmentation-from-scratch\n\n### Top 3 public score kernels\n1. https://www.kaggle.com/code/nischaydnk/cv-wala-mega-ensemble-hubmap-2023\n2. https://www.kaggle.com/code/moritake04/private19th-final-sub\n3. https://www.kaggle.com/code/fengqilong/hubmap-inference-with-ensemble\n\n### Approaches and discussions- top 5 \n1. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/429060\n2. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/429240 \n3. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/430242 \n4. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/428994\n5. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/429873\n\n## [HuBMAP + HPA - Hacking the Human Body](https://www.kaggle.com/competitions/hubmap-organ-segmentation)\n### Top 5 voted kernels\n1. https://www.kaggle.com/code/ishandutta/hubmap-complete-understanding-and-eda-w-b\n2. https://www.kaggle.com/code/thedevastator/training-fastai-baseline\n3. https://www.kaggle.com/code/dschettler8845/eda-hubmap-hpa-organ-segmentation\n4. https://www.kaggle.com/code/alincijov/training-hubmap-lb-0-75-swin-transformer-v1\n5. https://www.kaggle.com/code/thedevastator/inference-fastai-baseline\n\n### Top 3 public score kernels\n1. https://www.kaggle.com/code/victorsd/2nd-place-inference\n2. https://www.kaggle.com/code/vladimirsydor/hubmap-2021-inference-v1\n3. https://www.kaggle.com/code/hengck23/lb0-83-submit\n\n### Approaches and discussions- top 5 \n1. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/356201\n2. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354857\n3. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354683\n4. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354851\n5. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354859 -- rank7 \n\n## [HuBMAP - Hacking the Kidney](https://www.kaggle.com/competitions/hubmap-kidney-segmentation)\n### Top 5 voted kernels\n1. https://www.kaggle.com/code/ihelon/hubmap-exploratory-data-analysis\n2. https://www.kaggle.com/code/iafoss/256x256-images\n3. https://www.kaggle.com/code/iafoss/hubmap-pytorch-fast-ai-starter\n4. https://www.kaggle.com/code/iafoss/hubmap-pytorch-fast-ai-starter-sub\n5. https://www.kaggle.com/code/yassinealouini/all-the-segmentation-metrics\n\n### Top 3 public score kernels\n1. https://www.kaggle.com/code/lililycai/infer-hubmap-deepflash2-bce\n2. https://www.kaggle.com/code/trytolose/ensemble-pipline\n3. https://www.kaggle.com/code/optimo/hubmap-inference-th-o\n\n### Approaches and discussions- top approaches \n1. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238198 -- rank1\n2. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238013 -- rank3\n3. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238024 -- rank4\n4. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238443 -- rank12\n\nAll the best and regards!", "votes": null }, { "id": "2516668", "postDate": "11/07/2023 21:20:41", "content": "Thanks for all the references! Best of luck! 🍀
", "rawMarkdown": "Thanks for all the references! Best of luck! 🍀", "votes": null }, { "id": "2517392", "postDate": "11/08/2023 12:51:59", "content": "That's my second competition in computer vision dear Ravi @ravi20076 hope Your resources will be useful for beginner like me!😀
", "rawMarkdown": "That's my second competition in computer vision dear Ravi @ravi20076 hope Your resources will be useful for beginner like me!😀", "votes": null }, { "id": "2517975", "postDate": "11/08/2023 23:40:23", "content": "Thank you very much
", "rawMarkdown": "Thank you very much", "votes": null }, { "id": "2520139", "postDate": "11/10/2023 15:48:40", "content": "Thanks for the resources Ravi!
", "rawMarkdown": "Thanks for the resources Ravi!", "votes": null }, { "id": "2523183", "postDate": "11/13/2023 10:38:50", "content": "Thanks for the resources @ravi20076 👏
", "rawMarkdown": "Thanks for the resources @ravi20076 👏", "votes": null }, { "id": "2550935", "postDate": "12/06/2023 12:12:19", "content": "Thank you for the references!
", "rawMarkdown": "Thank you for the references!", "votes": null }, { "id": "2573271", "postDate": "12/24/2023 20:52:55", "content": "Thank you for the resources !
", "rawMarkdown": "Thank you for the resources !", "votes": null } ], "comments": [ { "id": 2516668, "author_name": "miltiadesgeneral", "author_url": "", "post_date": "11/07/2023 21:20:41", "content": "Thanks for all the references! Best of luck! 🍀
", "votes": null, "replies": [] }, { "id": 2517392, "author_name": "kapturovalexander", "author_url": "", "post_date": "11/08/2023 12:51:59", "content": "That's my second competition in computer vision dear Ravi @ravi20076 hope Your resources will be useful for beginner like me!😀
", "votes": null, "replies": [] }, { "id": 2517975, "author_name": "ahmedamar1607", "author_url": "", "post_date": "11/08/2023 23:40:23", "content": "Thank you very much
", "votes": null, "replies": [] }, { "id": 2520139, "author_name": "hridaym25", "author_url": "", "post_date": "11/10/2023 15:48:40", "content": "Thanks for the resources Ravi!
", "votes": null, "replies": [] }, { "id": 2523183, "author_name": "mehmetisik", "author_url": "", "post_date": "11/13/2023 10:38:50", "content": "Thanks for the resources @ravi20076 👏
", "votes": null, "replies": [] }, { "id": 2550935, "author_name": "thomasbastiaansen", "author_url": "", "post_date": "12/06/2023 12:12:19", "content": "Thank you for the references!
", "votes": null, "replies": [] }, { "id": 2573271, "author_name": "vinayak121", "author_url": "", "post_date": "12/24/2023 20:52:55", "content": "Thank you for the resources !
", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "2516590": "Hello all,\n\nWish you all the best for the challenge. Hope the below references could get one started well- \n\n# Similar competitions\n## [HuBMAP - Hacking the Human Vasculature](https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature)\n### Top 5 voted kernels\n1. https://www.kaggle.com/code/ihelon/hubmap-exploratory-data-analysis\n2. https://www.kaggle.com/code/mersico/medical-instance-segmentation-with-yolov8\n3. https://www.kaggle.com/code/leonidkulyk/eda-hubmap-hhv-interactive-annotations\n4. https://www.kaggle.com/code/itsuki9180/hubmap-inference\n5. https://www.kaggle.com/code/ayushs9020/inventing-image-segmentation-from-scratch\n\n### Top 3 public score kernels\n1. https://www.kaggle.com/code/nischaydnk/cv-wala-mega-ensemble-hubmap-2023\n2. https://www.kaggle.com/code/moritake04/private19th-final-sub\n3. https://www.kaggle.com/code/fengqilong/hubmap-inference-with-ensemble\n\n### Approaches and discussions- top 5 \n1. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/429060\n2. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/429240 \n3. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/430242 \n4. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/428994\n5. https://www.kaggle.com/competitions/hubmap-hacking-the-human-vasculature/discussion/429873\n\n## [HuBMAP + HPA - Hacking the Human Body](https://www.kaggle.com/competitions/hubmap-organ-segmentation)\n### Top 5 voted kernels\n1. https://www.kaggle.com/code/ishandutta/hubmap-complete-understanding-and-eda-w-b\n2. https://www.kaggle.com/code/thedevastator/training-fastai-baseline\n3. https://www.kaggle.com/code/dschettler8845/eda-hubmap-hpa-organ-segmentation\n4. https://www.kaggle.com/code/alincijov/training-hubmap-lb-0-75-swin-transformer-v1\n5. https://www.kaggle.com/code/thedevastator/inference-fastai-baseline\n\n### Top 3 public score kernels\n1. https://www.kaggle.com/code/victorsd/2nd-place-inference\n2. https://www.kaggle.com/code/vladimirsydor/hubmap-2021-inference-v1\n3. https://www.kaggle.com/code/hengck23/lb0-83-submit\n\n### Approaches and discussions- top 5 \n1. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/356201\n2. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354857\n3. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354683\n4. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354851\n5. https://www.kaggle.com/competitions/hubmap-organ-segmentation/discussion/354859 -- rank7 \n\n## [HuBMAP - Hacking the Kidney](https://www.kaggle.com/competitions/hubmap-kidney-segmentation)\n### Top 5 voted kernels\n1. https://www.kaggle.com/code/ihelon/hubmap-exploratory-data-analysis\n2. https://www.kaggle.com/code/iafoss/256x256-images\n3. https://www.kaggle.com/code/iafoss/hubmap-pytorch-fast-ai-starter\n4. https://www.kaggle.com/code/iafoss/hubmap-pytorch-fast-ai-starter-sub\n5. https://www.kaggle.com/code/yassinealouini/all-the-segmentation-metrics\n\n### Top 3 public score kernels\n1. https://www.kaggle.com/code/lililycai/infer-hubmap-deepflash2-bce\n2. https://www.kaggle.com/code/trytolose/ensemble-pipline\n3. https://www.kaggle.com/code/optimo/hubmap-inference-th-o\n\n### Approaches and discussions- top approaches \n1. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238198 -- rank1\n2. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238013 -- rank3\n3. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238024 -- rank4\n4. https://www.kaggle.com/competitions/hubmap-kidney-segmentation/discussion/238443 -- rank12\n\nAll the best and regards!", "2516668": "Thanks for all the references! Best of luck! 🍀", "2517392": "That's my second competition in computer vision dear Ravi @ravi20076 hope Your resources will be useful for beginner like me!😀", "2517975": "Thank you very much", "2520139": "Thanks for the resources Ravi!", "2523183": "Thanks for the resources @ravi20076 👏", "2550935": "Thank you for the references!", "2573271": "Thank you for the resources !" }, "source": "meta" }