{ "id": 200767, "title": "🎊 πŸŽ‰Winning Solutions of Image Segmentation Kaggle Competitions ⚱️ 🏺", "url": "/competitions/hubmap-kidney-segmentation/discussion/200767", "author_name": "", "post_date": "2020-12-01T19:13:54.292929500Z", "votes": 166, "comment_count": 31, "views": 0, "content": "

\"\"

\n

Here is the compilation of winning solutions of Kaggle image segmentation related competitions .

\n

Global Wheat Detection :

\n

1 st Place
\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/172418

\n

2 nd Place
\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/175961

\n

3 rd Place
\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/179055

\n

Severstal: Steel Defect Detection

\n

1st Place
\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114254

\n

4 th Place
\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114716

\n

7 th Place
\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114215

\n

Understanding Clouds from Satellite Images

\n

1 st Place :
\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118080

\n

2 nd Place :
\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118255

\n

3 rd Place :
\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/117949

\n

Human Protein Atlas Image Classification

\n

1 st place :
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109

\n

5th Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731

\n

39 th Place :
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77637

\n

APTOS 2019 Blindness Detection

\n

1 st Place :
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108065

\n

2nd Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107926

\n

4th Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107987

\n

5th Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107960

\n

8th Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108030

\n

SIIM-ACR Pneumothorax Segmentation

\n

1 st Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107824

\n

2 nd Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/108009

\n

3 rd Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107981

\n

5 th Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107603

\n

TGS Salt Identification Challenge

\n

1st Place :
\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291

\n

4 th Place :
\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69178

\n

9 th Place :
\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053

\n

Hope you find this useful . If there is any competition left out and you would like to get it included , please mention it in the comment and I will update the post .

", "messages": [ { "id": "1098676", "postDate": "12/01/2020 19:13:54", "content": "

\"\"

\n

Here is the compilation of winning solutions of Kaggle image segmentation related competitions .

\n

Global Wheat Detection :

\n

1 st Place
\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/172418

\n

2 nd Place
\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/175961

\n

3 rd Place
\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/179055

\n

Severstal: Steel Defect Detection

\n

1st Place
\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114254

\n

4 th Place
\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114716

\n

7 th Place
\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114215

\n

Understanding Clouds from Satellite Images

\n

1 st Place :
\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118080

\n

2 nd Place :
\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118255

\n

3 rd Place :
\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/117949

\n

Human Protein Atlas Image Classification

\n

1 st place :
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109

\n

5th Place
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731

\n

39 th Place :
\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77637

\n

APTOS 2019 Blindness Detection

\n

1 st Place :
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108065

\n

2nd Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107926

\n

4th Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107987

\n

5th Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107960

\n

8th Place
\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108030

\n

SIIM-ACR Pneumothorax Segmentation

\n

1 st Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107824

\n

2 nd Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/108009

\n

3 rd Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107981

\n

5 th Place :
\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107603

\n

TGS Salt Identification Challenge

\n

1st Place :
\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291

\n

4 th Place :
\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69178

\n

9 th Place :
\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053

\n

Hope you find this useful . If there is any competition left out and you would like to get it included , please mention it in the comment and I will update the post .

", "rawMarkdown": "![](https://drive.google.com/uc?id=1NQP-LMmOMq3bV6GiHnKxbCjKDyrPIk0P)\n\nHere is the compilation of winning solutions of Kaggle image segmentation related competitions .\n\n**Global Wheat Detection :**\n\n1 st Place\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/172418\n\n2 nd Place \nhttps://www.kaggle.com/c/global-wheat-detection/discussion/175961\n\n3 rd Place \nhttps://www.kaggle.com/c/global-wheat-detection/discussion/179055\n\n**Severstal: Steel Defect Detection**\n\n1st Place \nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114254\n\n4 th Place \nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114716\n\n7 th Place\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114215\n\n**Understanding Clouds from Satellite Images**\n\n1 st Place :\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118080\n\n2 nd Place :\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118255\n\n3 rd Place :\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/117949\n\n \n**Human Protein Atlas Image Classification**\n\n1 st place : \nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109\n\n5th Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731\n\n39 th Place :\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77637\n\n**APTOS 2019 Blindness Detection**\n\n1 st Place :\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108065\n\n2nd Place\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107926\n\n4th Place \nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107987\n\n5th Place \nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107960\n\n8th Place \nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108030\n\n**SIIM-ACR Pneumothorax Segmentation**\n\n1 st Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107824\n\n2 nd Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/108009\n\n3 rd Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107981\n\n5 th Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107603\n\n**TGS Salt Identification Challenge**\n\n1st Place :\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291\n\n4 th Place :\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69178\n\n9 th Place :\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053\n\nHope you find this useful . If there is any competition left out and you would like to get it included , please mention it in the comment and I will update the post .", "votes": null }, { "id": "1098728", "postDate": "12/01/2020 19:50:55", "content": "

Thanks for sharing!

", "rawMarkdown": "Thanks for sharing!", "votes": null }, { "id": "1099200", "postDate": "12/02/2020 07:03:32", "content": "

very helpful

", "rawMarkdown": "very helpful", "votes": null }, { "id": "1099753", "postDate": "12/02/2020 15:27:22", "content": "

Thanks a lot for sharing it!

", "rawMarkdown": "Thanks a lot for sharing it!", "votes": null }, { "id": "1099793", "postDate": "12/02/2020 15:44:21", "content": "

Thanks for the compilation πŸ˜„!

", "rawMarkdown": "Thanks for the compilation πŸ˜„!", "votes": null }, { "id": "1099850", "postDate": "12/02/2020 16:31:35", "content": "

Very helpful resource. Thanks for sharing @usharengaraju

", "rawMarkdown": "Very helpful resource. Thanks for sharing @usharengaraju", "votes": null }, { "id": "1099861", "postDate": "12/02/2020 16:46:59", "content": "

I successfully managed to apply image segmentation techniques to the Conway's Reverse Game of Life problem.

\n

38th place solution with an accuracy of 56.9%, in a competition that was dominated by SAT solvers and Genetic Algorithms.

\n", "rawMarkdown": "I successfully managed to apply image segmentation techniques to the Conway's Reverse Game of Life problem. \n\n38th place solution with an accuracy of 56.9%, in a competition that was dominated by SAT solvers and Genetic Algorithms. \n\n- https://www.kaggle.com/jamesmcguigan/game-of-life-image-segmentation-solver/\n- https://www.kaggle.com/c/conways-reverse-game-of-life-2020/discussion/198141", "votes": null }, { "id": "1100368", "postDate": "12/03/2020 03:26:46", "content": "

oh good, it will be helpful for us

", "rawMarkdown": "oh good, it will be helpful for us", "votes": null }, { "id": "1100477", "postDate": "12/03/2020 05:31:17", "content": "

38th? Looks like you ranked 22nd to me?

", "rawMarkdown": "38th? Looks like you ranked 22nd to me?", "votes": null }, { "id": "1101423", "postDate": "12/03/2020 22:21:36", "content": "

My Z3 Constraint Satisfaction Solver Ranked 22nd.

\n

I attempted multiple different approaches to the same problem, and the Image Segmentation Solver alone would have ranked 38th place on the final leaderboards.

\n", "rawMarkdown": "My Z3 Constraint Satisfaction Solver Ranked 22nd. \n\nI attempted multiple different approaches to the same problem, and the Image Segmentation Solver alone would have ranked 38th place on the final leaderboards.\n\n- https://www.kaggle.com/c/conways-reverse-game-of-life-2020/discussion/200608", "votes": null }, { "id": "1101492", "postDate": "12/04/2020 00:09:28", "content": "

Thanks for sharing!

", "rawMarkdown": "Thanks for sharing!", "votes": null }, { "id": "1105101", "postDate": "12/07/2020 14:18:40", "content": "

Exhaustive list, much appreciated πŸ‘Œ

", "rawMarkdown": "Exhaustive list, much appreciated πŸ‘Œ", "votes": null }, { "id": "1106123", "postDate": "12/08/2020 14:55:01", "content": "

Great list, thanks for sharing!

", "rawMarkdown": "Great list, thanks for sharing!", "votes": null }, { "id": "1106357", "postDate": "12/08/2020 18:31:49", "content": "

Excellent post πŸ‘

", "rawMarkdown": "Excellent post πŸ‘", "votes": null }, { "id": "1108934", "postDate": "12/11/2020 06:54:01", "content": "

Thank you for the arrangement!

", "rawMarkdown": "Thank you for the arrangement!", "votes": null }, { "id": "1109314", "postDate": "12/11/2020 14:25:30", "content": "

Thank you for the share!

", "rawMarkdown": "Thank you for the share!", "votes": null }, { "id": "1111256", "postDate": "12/13/2020 15:18:34", "content": "

Thanks for sharing this post! Very helpful!

", "rawMarkdown": "Thanks for sharing this post! Very helpful!", "votes": null }, { "id": "1113013", "postDate": "12/15/2020 05:27:34", "content": "

Thank you for the post

", "rawMarkdown": "Thank you for the post", "votes": null }, { "id": "1113387", "postDate": "12/15/2020 12:10:01", "content": "

What about this competition @usharengaraju :

\n

Airbus Ship Detection Challenge

", "rawMarkdown": "What about this competition @usharengaraju :\n\n[Airbus Ship Detection Challenge](https://www.kaggle.com/c/airbus-ship-detection/overview)", "votes": null }, { "id": "1118448", "postDate": "12/19/2020 04:41:49", "content": "

Thanks for sharing, this is really helpful …

", "rawMarkdown": "Thanks for sharing, this is really helpful ...", "votes": null }, { "id": "1119963", "postDate": "12/20/2020 13:44:21", "content": "

What is they's key ideas?

", "rawMarkdown": "What is they's key ideas?", "votes": null }, { "id": "1122244", "postDate": "12/22/2020 09:38:13", "content": "

Thanks for sharing

", "rawMarkdown": "Thanks for sharing", "votes": null }, { "id": "1135226", "postDate": "01/02/2021 03:39:07", "content": "

wow , excellent

", "rawMarkdown": "wow , excellent", "votes": null }, { "id": "1153815", "postDate": "01/15/2021 07:03:50", "content": "

Really Motivating πŸ˜„ @usharengaraju

", "rawMarkdown": "Really Motivating πŸ˜„ @usharengaraju", "votes": null }, { "id": "1185265", "postDate": "02/04/2021 04:49:21", "content": "

Thanks for sharing!
\nIt's awesome!

", "rawMarkdown": "Thanks for sharing!\nIt's awesome!", "votes": null }, { "id": "1265577", "postDate": "04/07/2021 03:28:03", "content": "

Thanks for sharing

", "rawMarkdown": "Thanks for sharing", "votes": null }, { "id": "1280721", "postDate": "04/22/2021 09:20:20", "content": "

Great list, thanks for sharing!

", "rawMarkdown": "Great list, thanks for sharing!", "votes": null }, { "id": "1286500", "postDate": "04/28/2021 04:36:25", "content": "

Thanks for sharing

", "rawMarkdown": "Thanks for sharing", "votes": null }, { "id": "1286771", "postDate": "04/28/2021 11:49:48", "content": "

Thanks for sharing

", "rawMarkdown": "Thanks for sharing", "votes": null }, { "id": "1359095", "postDate": "06/21/2021 04:41:13", "content": "

Thanks for sharing. Really in need of it.

", "rawMarkdown": "Thanks for sharing. Really in need of it.", "votes": null }, { "id": "1359406", "postDate": "06/21/2021 09:20:55", "content": "

Thanks for compiling this post! @usharengaraju

", "rawMarkdown": "Thanks for compiling this post! @usharengaraju", "votes": null }, { "id": "1364060", "postDate": "06/24/2021 15:27:50", "content": "

Exactly what I was searching for. Thank you once again @usharengaraju.

", "rawMarkdown": "Exactly what I was searching for. Thank you once again @usharengaraju.", "votes": null } ], "comments": [ { "id": 1098728, "author_name": "yolandakaggle", "author_url": "", "post_date": "12/01/2020 19:50:55", "content": "

Thanks for sharing!

", "votes": null, "replies": [] }, { "id": 1099200, "author_name": "yuvaramsingh", "author_url": "", "post_date": "12/02/2020 07:03:32", "content": "

very helpful

", "votes": null, "replies": [] }, { "id": 1099753, "author_name": "ichigoku", "author_url": "", "post_date": "12/02/2020 15:27:22", "content": "

Thanks a lot for sharing it!

", "votes": null, "replies": [] }, { "id": 1099793, "author_name": "sgburgess687", "author_url": "", "post_date": "12/02/2020 15:44:21", "content": "

Thanks for the compilation πŸ˜„!

", "votes": null, "replies": [] }, { "id": 1099850, "author_name": "vineeth1999", "author_url": "", "post_date": "12/02/2020 16:31:35", "content": "

Very helpful resource. Thanks for sharing @usharengaraju

", "votes": null, "replies": [] }, { "id": 1099861, "author_name": "jamesmcguigan", "author_url": "", "post_date": "12/02/2020 16:46:59", "content": "

I successfully managed to apply image segmentation techniques to the Conway's Reverse Game of Life problem.

\n

38th place solution with an accuracy of 56.9%, in a competition that was dominated by SAT solvers and Genetic Algorithms.

\n", "votes": null, "replies": [ { "id": 1100477, "author_name": "matthewmasters", "author_url": "", "post_date": "12/03/2020 05:31:17", "content": "

38th? Looks like you ranked 22nd to me?

", "votes": null, "replies": [] }, { "id": 1101423, "author_name": "jamesmcguigan", "author_url": "", "post_date": "12/03/2020 22:21:36", "content": "

My Z3 Constraint Satisfaction Solver Ranked 22nd.

\n

I attempted multiple different approaches to the same problem, and the Image Segmentation Solver alone would have ranked 38th place on the final leaderboards.

\n", "votes": null, "replies": [] } ] }, { "id": 1100368, "author_name": "riteshvish", "author_url": "", "post_date": "12/03/2020 03:26:46", "content": "

oh good, it will be helpful for us

", "votes": null, "replies": [] }, { "id": 1101492, "author_name": "lucasserafim", "author_url": "", "post_date": "12/04/2020 00:09:28", "content": "

Thanks for sharing!

", "votes": null, "replies": [] }, { "id": 1105101, "author_name": "bouweceunen", "author_url": "", "post_date": "12/07/2020 14:18:40", "content": "

Exhaustive list, much appreciated πŸ‘Œ

", "votes": null, "replies": [] }, { "id": 1106123, "author_name": "jhanyceolin", "author_url": "", "post_date": "12/08/2020 14:55:01", "content": "

Great list, thanks for sharing!

", "votes": null, "replies": [] }, { "id": 1106357, "author_name": "carternichols", "author_url": "", "post_date": "12/08/2020 18:31:49", "content": "

Excellent post πŸ‘

", "votes": null, "replies": [] }, { "id": 1108934, "author_name": "rubix9821", "author_url": "", "post_date": "12/11/2020 06:54:01", "content": "

Thank you for the arrangement!

", "votes": null, "replies": [] }, { "id": 1109314, "author_name": "rubix9821", "author_url": "", "post_date": "12/11/2020 14:25:30", "content": "

Thank you for the share!

", "votes": null, "replies": [] }, { "id": 1111256, "author_name": "aikeyz", "author_url": "", "post_date": "12/13/2020 15:18:34", "content": "

Thanks for sharing this post! Very helpful!

", "votes": null, "replies": [] }, { "id": 1113013, "author_name": "ashikm96", "author_url": "", "post_date": "12/15/2020 05:27:34", "content": "

Thank you for the post

", "votes": null, "replies": [] }, { "id": 1113387, "author_name": "joshi98kishan", "author_url": "", "post_date": "12/15/2020 12:10:01", "content": "

What about this competition @usharengaraju :

\n

Airbus Ship Detection Challenge

", "votes": null, "replies": [] }, { "id": 1118448, "author_name": "atharvaingle", "author_url": "", "post_date": "12/19/2020 04:41:49", "content": "

Thanks for sharing, this is really helpful …

", "votes": null, "replies": [] }, { "id": 1119963, "author_name": "zavodrobotov", "author_url": "", "post_date": "12/20/2020 13:44:21", "content": "

What is they's key ideas?

", "votes": null, "replies": [] }, { "id": 1122244, "author_name": "hazemchaabi", "author_url": "", "post_date": "12/22/2020 09:38:13", "content": "

Thanks for sharing

", "votes": null, "replies": [] }, { "id": 1135226, "author_name": "sogoodday", "author_url": "", "post_date": "01/02/2021 03:39:07", "content": "

wow , excellent

", "votes": null, "replies": [] }, { "id": 1153815, "author_name": "aryan27", "author_url": "", "post_date": "01/15/2021 07:03:50", "content": "

Really Motivating πŸ˜„ @usharengaraju

", "votes": null, "replies": [] }, { "id": 1185265, "author_name": "daikimurakami", "author_url": "", "post_date": "02/04/2021 04:49:21", "content": "

Thanks for sharing!
\nIt's awesome!

", "votes": null, "replies": [] }, { "id": 1265577, "author_name": "vipbook", "author_url": "", "post_date": "04/07/2021 03:28:03", "content": "

Thanks for sharing

", "votes": null, "replies": [] }, { "id": 1280721, "author_name": "happytimothy", "author_url": "", "post_date": "04/22/2021 09:20:20", "content": "

Great list, thanks for sharing!

", "votes": null, "replies": [] }, { "id": 1286500, "author_name": "wwwdatatime", "author_url": "", "post_date": "04/28/2021 04:36:25", "content": "

Thanks for sharing

", "votes": null, "replies": [] }, { "id": 1286771, "author_name": "shigengtian", "author_url": "", "post_date": "04/28/2021 11:49:48", "content": "

Thanks for sharing

", "votes": null, "replies": [] }, { "id": 1359095, "author_name": "samirkhanal", "author_url": "", "post_date": "06/21/2021 04:41:13", "content": "

Thanks for sharing. Really in need of it.

", "votes": null, "replies": [] }, { "id": 1359406, "author_name": "rmtrickster", "author_url": "", "post_date": "06/21/2021 09:20:55", "content": "

Thanks for compiling this post! @usharengaraju

", "votes": null, "replies": [] }, { "id": 1364060, "author_name": "keagle", "author_url": "", "post_date": "06/24/2021 15:27:50", "content": "

Exactly what I was searching for. Thank you once again @usharengaraju.

", "votes": null, "replies": [] } ], "raw_markdown_by_id": { "1098676": "![](https://drive.google.com/uc?id=1NQP-LMmOMq3bV6GiHnKxbCjKDyrPIk0P)\n\nHere is the compilation of winning solutions of Kaggle image segmentation related competitions .\n\n**Global Wheat Detection :**\n\n1 st Place\nhttps://www.kaggle.com/c/global-wheat-detection/discussion/172418\n\n2 nd Place \nhttps://www.kaggle.com/c/global-wheat-detection/discussion/175961\n\n3 rd Place \nhttps://www.kaggle.com/c/global-wheat-detection/discussion/179055\n\n**Severstal: Steel Defect Detection**\n\n1st Place \nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114254\n\n4 th Place \nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114716\n\n7 th Place\nhttps://www.kaggle.com/c/severstal-steel-defect-detection/discussion/114215\n\n**Understanding Clouds from Satellite Images**\n\n1 st Place :\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118080\n\n2 nd Place :\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/118255\n\n3 rd Place :\nhttps://www.kaggle.com/c/understanding_cloud_organization/discussion/117949\n\n \n**Human Protein Atlas Image Classification**\n\n1 st place : \nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/78109\n\n5th Place\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77731\n\n39 th Place :\nhttps://www.kaggle.com/c/human-protein-atlas-image-classification/discussion/77637\n\n**APTOS 2019 Blindness Detection**\n\n1 st Place :\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108065\n\n2nd Place\nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107926\n\n4th Place \nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107987\n\n5th Place \nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/107960\n\n8th Place \nhttps://www.kaggle.com/c/aptos2019-blindness-detection/discussion/108030\n\n**SIIM-ACR Pneumothorax Segmentation**\n\n1 st Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107824\n\n2 nd Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/108009\n\n3 rd Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107981\n\n5 th Place :\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation/discussion/107603\n\n**TGS Salt Identification Challenge**\n\n1st Place :\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291\n\n4 th Place :\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69178\n\n9 th Place :\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053\n\nHope you find this useful . If there is any competition left out and you would like to get it included , please mention it in the comment and I will update the post .", "1098728": "Thanks for sharing!", "1099200": "very helpful", "1099753": "Thanks a lot for sharing it!", "1099793": "Thanks for the compilation πŸ˜„!", "1099850": "Very helpful resource. Thanks for sharing @usharengaraju", "1099861": "I successfully managed to apply image segmentation techniques to the Conway's Reverse Game of Life problem. \n\n38th place solution with an accuracy of 56.9%, in a competition that was dominated by SAT solvers and Genetic Algorithms. \n\n- https://www.kaggle.com/jamesmcguigan/game-of-life-image-segmentation-solver/\n- https://www.kaggle.com/c/conways-reverse-game-of-life-2020/discussion/198141", "1100368": "oh good, it will be helpful for us", "1100477": "38th? Looks like you ranked 22nd to me?", "1101423": "My Z3 Constraint Satisfaction Solver Ranked 22nd. \n\nI attempted multiple different approaches to the same problem, and the Image Segmentation Solver alone would have ranked 38th place on the final leaderboards.\n\n- https://www.kaggle.com/c/conways-reverse-game-of-life-2020/discussion/200608", "1101492": "Thanks for sharing!", "1105101": "Exhaustive list, much appreciated πŸ‘Œ", "1106123": "Great list, thanks for sharing!", "1106357": "Excellent post πŸ‘", "1108934": "Thank you for the arrangement!", "1109314": "Thank you for the share!", "1111256": "Thanks for sharing this post! Very helpful!", "1113013": "Thank you for the post", "1113387": "What about this competition @usharengaraju :\n\n[Airbus Ship Detection Challenge](https://www.kaggle.com/c/airbus-ship-detection/overview)", "1118448": "Thanks for sharing, this is really helpful ...", "1119963": "What is they's key ideas?", "1122244": "Thanks for sharing", "1135226": "wow , excellent", "1153815": "Really Motivating πŸ˜„ @usharengaraju", "1185265": "Thanks for sharing!\nIt's awesome!", "1265577": "Thanks for sharing", "1280721": "Great list, thanks for sharing!", "1286500": "Thanks for sharing", "1286771": "Thanks for sharing", "1359095": "Thanks for sharing. Really in need of it.", "1359406": "Thanks for compiling this post! @usharengaraju", "1364060": "Exactly what I was searching for. Thank you once again @usharengaraju." }, "source": "meta" }