{
  "id": 283851,
  "title": "Top past solutions for instance segmentation problems",
  "url": "/competitions/sartorius-cell-instance-segmentation/discussion/283851",
  "author_name": "",
  "post_date": "2021-10-28T06:55:56.072450700Z",
  "votes": 28,
  "comment_count": 2,
  "views": 0,
  "content": "<p>You can find more information about Instance Segmentation checking these competitions and solutions:</p>\n<h5>Past Instance segmentation competitions:</h5>\n<hr>\n<p>Open Images 2019 - Instance Segmentation<br>\n<a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/</a></p>\n<hr>\n<p>SIIM-ACR Pneumothorax Segmentation<br>\n<a href=\"https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation\" target=\"_blank\">https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation</a></p>\n<hr>\n<p>iMaterialist (Fashion) 2019 at FGVC6<br>\n<a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6</a></p>\n<hr>\n<p>TGS Salt Identification Challenge<br>\n<a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge</a></p>\n<hr>\n<p>Airbus Ship Detection Challenge<br>\n<a href=\"https://www.kaggle.com/c/airbus-ship-detection\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection</a></p>\n<hr>\n<p>2018 Data Science Bowl<br>\n<a href=\"https://www.kaggle.com/c/data-science-bowl-2018\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018</a></p>\n<hr>\n<p>Open Images Instance Segmentation RVC 2020 edition<br>\n<a href=\"https://www.kaggle.com/c/open-images-instance-segmentation-rvc-2020\" target=\"_blank\">https://www.kaggle.com/c/open-images-instance-segmentation-rvc-2020</a></p>\n<hr>\n<h5>Top solutions of past instance segmentation competitions:</h5>\n<p><strong>Open Images 2019 - Instance Segmentation</strong></p>\n<ul>\n<li>2nd  place solution - <a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110908\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110908</a></li>\n<li>7th  place solution - <a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110983\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110983</a></li>\n<li>11th place solution - <a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/111351\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/111351</a></li>\n</ul>\n<hr>\n<p><strong>iMaterialist (Fashion) 2019 at FGVC6</strong></p>\n<ul>\n<li>[Update] 1st place solution with code - <a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95247#latest-567841\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95247#latest-567841</a></li>\n<li>My solution (2nd public | 2nd Private) - <a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95233#latest-551075\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95233#latest-551075</a></li>\n<li>Solution | Private Top 3 - <a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95234#latest-555537\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95234#latest-555537</a></li>\n</ul>\n<hr>\n<p><strong>TGS Salt Identification Challenge]</strong></p>\n<ul>\n<li>1st Place Solution with code - <a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291#latest-523430\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291#latest-523430</a></li>\n<li>9th place solution with code - single model - <a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053#latest-563912\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053#latest-563912</a></li>\n<li>11th place solution writeup - <a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69093#latest-410560\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69093#latest-410560</a></li>\n</ul>\n<hr>\n<p><strong>Airbus Ship Detection Challenge</strong></p>\n<ul>\n<li>Few lessons learned (4th place) - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71667#latest-558876\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71667#latest-558876</a></li>\n<li>6th Place Solution (41st in the Public LB) - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71782#latest-558831\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71782#latest-558831</a></li>\n<li>9th place solution - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71595#latest-457550\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71595#latest-457550</a></li>\n<li>Do not trust the LB, trust your CV. (5th/8th in public/private LB) - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71601#latest-422002\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71601#latest-422002</a></li>\n</ul>\n<hr>\n<p><strong>2018 Data Science Bowl</strong></p>\n<ul>\n<li>[ods.ai] topcoders, 1st place solution - <a href=\"https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741#latest-477226\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741#latest-477226</a></li>\n<li>Our solution, 4th place on the private LB - <a href=\"https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118#latest-527734\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118#latest-527734</a></li>\n<li>2nd place solution - <a href=\"https://www.kaggle.com/c/data-science-bowl-2018/discussion/61170#latest-457708\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018/discussion/61170#latest-457708</a></li>\n</ul>\n<hr>\n<p>Refrences:</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99542\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99542</a></li>\n<li><a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99539\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99539</a><br>\nSee you in two months minus a week!, Happy kaggling!<br>\nCheers^^</li>\n</ul>",
  "messages": [
    {
      "id": "1563283",
      "postDate": "10/28/2021 06:55:56",
      "content": "<p>You can find more information about Instance Segmentation checking these competitions and solutions:</p>\n<h5>Past Instance segmentation competitions:</h5>\n<hr>\n<p>Open Images 2019 - Instance Segmentation<br>\n<a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/</a></p>\n<hr>\n<p>SIIM-ACR Pneumothorax Segmentation<br>\n<a href=\"https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation\" target=\"_blank\">https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation</a></p>\n<hr>\n<p>iMaterialist (Fashion) 2019 at FGVC6<br>\n<a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6</a></p>\n<hr>\n<p>TGS Salt Identification Challenge<br>\n<a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge</a></p>\n<hr>\n<p>Airbus Ship Detection Challenge<br>\n<a href=\"https://www.kaggle.com/c/airbus-ship-detection\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection</a></p>\n<hr>\n<p>2018 Data Science Bowl<br>\n<a href=\"https://www.kaggle.com/c/data-science-bowl-2018\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018</a></p>\n<hr>\n<p>Open Images Instance Segmentation RVC 2020 edition<br>\n<a href=\"https://www.kaggle.com/c/open-images-instance-segmentation-rvc-2020\" target=\"_blank\">https://www.kaggle.com/c/open-images-instance-segmentation-rvc-2020</a></p>\n<hr>\n<h5>Top solutions of past instance segmentation competitions:</h5>\n<p><strong>Open Images 2019 - Instance Segmentation</strong></p>\n<ul>\n<li>2nd  place solution - <a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110908\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110908</a></li>\n<li>7th  place solution - <a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110983\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110983</a></li>\n<li>11th place solution - <a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/111351\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/111351</a></li>\n</ul>\n<hr>\n<p><strong>iMaterialist (Fashion) 2019 at FGVC6</strong></p>\n<ul>\n<li>[Update] 1st place solution with code - <a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95247#latest-567841\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95247#latest-567841</a></li>\n<li>My solution (2nd public | 2nd Private) - <a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95233#latest-551075\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95233#latest-551075</a></li>\n<li>Solution | Private Top 3 - <a href=\"https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95234#latest-555537\" target=\"_blank\">https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95234#latest-555537</a></li>\n</ul>\n<hr>\n<p><strong>TGS Salt Identification Challenge]</strong></p>\n<ul>\n<li>1st Place Solution with code - <a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291#latest-523430\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291#latest-523430</a></li>\n<li>9th place solution with code - single model - <a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053#latest-563912\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053#latest-563912</a></li>\n<li>11th place solution writeup - <a href=\"https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69093#latest-410560\" target=\"_blank\">https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69093#latest-410560</a></li>\n</ul>\n<hr>\n<p><strong>Airbus Ship Detection Challenge</strong></p>\n<ul>\n<li>Few lessons learned (4th place) - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71667#latest-558876\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71667#latest-558876</a></li>\n<li>6th Place Solution (41st in the Public LB) - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71782#latest-558831\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71782#latest-558831</a></li>\n<li>9th place solution - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71595#latest-457550\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71595#latest-457550</a></li>\n<li>Do not trust the LB, trust your CV. (5th/8th in public/private LB) - <a href=\"https://www.kaggle.com/c/airbus-ship-detection/discussion/71601#latest-422002\" target=\"_blank\">https://www.kaggle.com/c/airbus-ship-detection/discussion/71601#latest-422002</a></li>\n</ul>\n<hr>\n<p><strong>2018 Data Science Bowl</strong></p>\n<ul>\n<li>[ods.ai] topcoders, 1st place solution - <a href=\"https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741#latest-477226\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741#latest-477226</a></li>\n<li>Our solution, 4th place on the private LB - <a href=\"https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118#latest-527734\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118#latest-527734</a></li>\n<li>2nd place solution - <a href=\"https://www.kaggle.com/c/data-science-bowl-2018/discussion/61170#latest-457708\" target=\"_blank\">https://www.kaggle.com/c/data-science-bowl-2018/discussion/61170#latest-457708</a></li>\n</ul>\n<hr>\n<p>Refrences:</p>\n<ul>\n<li><a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99542\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99542</a></li>\n<li><a href=\"https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99539\" target=\"_blank\">https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99539</a><br>\nSee you in two months minus a week!, Happy kaggling!<br>\nCheers^^</li>\n</ul>",
      "rawMarkdown": "You can find more information about Instance Segmentation checking these competitions and solutions:\n\n##### Past Instance segmentation competitions:\n____\nOpen Images 2019 - Instance Segmentation\nhttps://www.kaggle.com/c/open-images-2019-instance-segmentation/\n____\nSIIM-ACR Pneumothorax Segmentation\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation\n____\niMaterialist (Fashion) 2019 at FGVC6\nhttps://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6\n____\nTGS Salt Identification Challenge\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge\n____\nAirbus Ship Detection Challenge\nhttps://www.kaggle.com/c/airbus-ship-detection\n____\n2018 Data Science Bowl\nhttps://www.kaggle.com/c/data-science-bowl-2018\n____\nOpen Images Instance Segmentation RVC 2020 edition\nhttps://www.kaggle.com/c/open-images-instance-segmentation-rvc-2020\n____\n\n##### Top solutions of past instance segmentation competitions:\n\n**Open Images 2019 - Instance Segmentation**\n- 2nd  place solution - https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110908\n- 7th  place solution - https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110983\n- 11th place solution - https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/111351\n\n____\n\n**iMaterialist (Fashion) 2019 at FGVC6**\n- [Update] 1st place solution with code - https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95247#latest-567841\n- My solution (2nd public | 2nd Private) - https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95233#latest-551075\n- Solution | Private Top 3 - https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95234#latest-555537\n\n____\n\n**TGS Salt Identification Challenge]**\n- 1st Place Solution with code - https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291#latest-523430\n- 9th place solution with code - single model - https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053#latest-563912\n- 11th place solution writeup - https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69093#latest-410560\n____\n\n**Airbus Ship Detection Challenge**\n- Few lessons learned (4th place) - https://www.kaggle.com/c/airbus-ship-detection/discussion/71667#latest-558876\n- 6th Place Solution (41st in the Public LB) - https://www.kaggle.com/c/airbus-ship-detection/discussion/71782#latest-558831\n- 9th place solution - https://www.kaggle.com/c/airbus-ship-detection/discussion/71595#latest-457550\n- Do not trust the LB, trust your CV. (5th/8th in public/private LB) - https://www.kaggle.com/c/airbus-ship-detection/discussion/71601#latest-422002\n\n____\n\n**2018 Data Science Bowl**\n- [ods.ai] topcoders, 1st place solution - https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741#latest-477226\n- Our solution, 4th place on the private LB - https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118#latest-527734\n- 2nd place solution - https://www.kaggle.com/c/data-science-bowl-2018/discussion/61170#latest-457708\n\n____\n\nRefrences:\n- https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99542\n- https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99539\n\n\nSee you in two months minus a week!, Happy kaggling!\n\nCheers^^",
      "votes": null
    },
    {
      "id": "1563870",
      "postDate": "10/28/2021 16:51:25",
      "content": "<p>Very nice, thank you!</p>",
      "rawMarkdown": "Very nice, thank you!",
      "votes": null
    },
    {
      "id": "1565395",
      "postDate": "10/30/2021 12:49:34",
      "content": "<p>Thanks for sharing <a href=\"https://www.kaggle.com/yamqwe\" target=\"_blank\">@yamqwe</a> with the community!</p>",
      "rawMarkdown": "Thanks for sharing @yamqwe with the community!",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1563870,
      "author_name": "ferrariic",
      "author_url": "",
      "post_date": "10/28/2021 16:51:25",
      "content": "<p>Very nice, thank you!</p>",
      "votes": null,
      "replies": []
    },
    {
      "id": 1565395,
      "author_name": "saurabhbagchi",
      "author_url": "",
      "post_date": "10/30/2021 12:49:34",
      "content": "<p>Thanks for sharing <a href=\"https://www.kaggle.com/yamqwe\" target=\"_blank\">@yamqwe</a> with the community!</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1563283": "You can find more information about Instance Segmentation checking these competitions and solutions:\n\n##### Past Instance segmentation competitions:\n____\nOpen Images 2019 - Instance Segmentation\nhttps://www.kaggle.com/c/open-images-2019-instance-segmentation/\n____\nSIIM-ACR Pneumothorax Segmentation\nhttps://www.kaggle.com/c/siim-acr-pneumothorax-segmentation\n____\niMaterialist (Fashion) 2019 at FGVC6\nhttps://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6\n____\nTGS Salt Identification Challenge\nhttps://www.kaggle.com/c/tgs-salt-identification-challenge\n____\nAirbus Ship Detection Challenge\nhttps://www.kaggle.com/c/airbus-ship-detection\n____\n2018 Data Science Bowl\nhttps://www.kaggle.com/c/data-science-bowl-2018\n____\nOpen Images Instance Segmentation RVC 2020 edition\nhttps://www.kaggle.com/c/open-images-instance-segmentation-rvc-2020\n____\n\n##### Top solutions of past instance segmentation competitions:\n\n**Open Images 2019 - Instance Segmentation**\n- 2nd  place solution - https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110908\n- 7th  place solution - https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/110983\n- 11th place solution - https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/111351\n\n____\n\n**iMaterialist (Fashion) 2019 at FGVC6**\n- [Update] 1st place solution with code - https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95247#latest-567841\n- My solution (2nd public | 2nd Private) - https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95233#latest-551075\n- Solution | Private Top 3 - https://www.kaggle.com/c/imaterialist-fashion-2019-FGVC6/discussion/95234#latest-555537\n\n____\n\n**TGS Salt Identification Challenge]**\n- 1st Place Solution with code - https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69291#latest-523430\n- 9th place solution with code - single model - https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69053#latest-563912\n- 11th place solution writeup - https://www.kaggle.com/c/tgs-salt-identification-challenge/discussion/69093#latest-410560\n____\n\n**Airbus Ship Detection Challenge**\n- Few lessons learned (4th place) - https://www.kaggle.com/c/airbus-ship-detection/discussion/71667#latest-558876\n- 6th Place Solution (41st in the Public LB) - https://www.kaggle.com/c/airbus-ship-detection/discussion/71782#latest-558831\n- 9th place solution - https://www.kaggle.com/c/airbus-ship-detection/discussion/71595#latest-457550\n- Do not trust the LB, trust your CV. (5th/8th in public/private LB) - https://www.kaggle.com/c/airbus-ship-detection/discussion/71601#latest-422002\n\n____\n\n**2018 Data Science Bowl**\n- [ods.ai] topcoders, 1st place solution - https://www.kaggle.com/c/data-science-bowl-2018/discussion/54741#latest-477226\n- Our solution, 4th place on the private LB - https://www.kaggle.com/c/data-science-bowl-2018/discussion/55118#latest-527734\n- 2nd place solution - https://www.kaggle.com/c/data-science-bowl-2018/discussion/61170#latest-457708\n\n____\n\nRefrences:\n- https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99542\n- https://www.kaggle.com/c/open-images-2019-instance-segmentation/discussion/99539\n\n\nSee you in two months minus a week!, Happy kaggling!\n\nCheers^^",
    "1563870": "Very nice, thank you!",
    "1565395": "Thanks for sharing @yamqwe with the community!"
  },
  "source": "meta"
}