{
  "id": 302750,
  "title": "Pytorch added FCOS support!",
  "url": "/competitions/tensorflow-great-barrier-reef/discussion/302750",
  "author_name": "",
  "post_date": "2022-01-24T05:39:13.964955500Z",
  "votes": 6,
  "comment_count": 1,
  "views": 0,
  "content": "<p>FCOS is an anchor free object detector.<br>\npaper <a href=\"https://arxiv.org/abs/1904.01355\" target=\"_blank\">https://arxiv.org/abs/1904.01355</a><br>\nLink in pytorch <a href=\"https://pytorch.org/vision/master/generated/torchvision.models.detection.fcos_resnet50_fpn.html\" target=\"_blank\">https://pytorch.org/vision/master/generated/torchvision.models.detection.fcos_resnet50_fpn.html</a><br>\nI think its almost same as how we use Fasterrcnn, more info here <a href=\"https://github.com/pytorch/vision/blob/c6722307e6860057b4855483d237fe00a213dcf6/torchvision/models/detection/fcos.py#L256\" target=\"_blank\">https://github.com/pytorch/vision/blob/c6722307e6860057b4855483d237fe00a213dcf6/torchvision/models/detection/fcos.py#L256</a></p>\n<p>An amazing Twitter thread on FCOS <a href=\"https://twitter.com/ai_fast_track/status/1462198412489760774\" target=\"_blank\">https://twitter.com/ai_fast_track/status/1462198412489760774</a></p>",
  "messages": [
    {
      "id": "1662198",
      "postDate": "01/24/2022 05:39:13",
      "content": "<p>FCOS is an anchor free object detector.<br>\npaper <a href=\"https://arxiv.org/abs/1904.01355\" target=\"_blank\">https://arxiv.org/abs/1904.01355</a><br>\nLink in pytorch <a href=\"https://pytorch.org/vision/master/generated/torchvision.models.detection.fcos_resnet50_fpn.html\" target=\"_blank\">https://pytorch.org/vision/master/generated/torchvision.models.detection.fcos_resnet50_fpn.html</a><br>\nI think its almost same as how we use Fasterrcnn, more info here <a href=\"https://github.com/pytorch/vision/blob/c6722307e6860057b4855483d237fe00a213dcf6/torchvision/models/detection/fcos.py#L256\" target=\"_blank\">https://github.com/pytorch/vision/blob/c6722307e6860057b4855483d237fe00a213dcf6/torchvision/models/detection/fcos.py#L256</a></p>\n<p>An amazing Twitter thread on FCOS <a href=\"https://twitter.com/ai_fast_track/status/1462198412489760774\" target=\"_blank\">https://twitter.com/ai_fast_track/status/1462198412489760774</a></p>",
      "rawMarkdown": "FCOS is an anchor free object detector.\npaper https://arxiv.org/abs/1904.01355\nLink in pytorch https://pytorch.org/vision/master/generated/torchvision.models.detection.fcos_resnet50_fpn.html\nI think its almost same as how we use Fasterrcnn, more info here https://github.com/pytorch/vision/blob/c6722307e6860057b4855483d237fe00a213dcf6/torchvision/models/detection/fcos.py#L256\n\nAn amazing Twitter thread on FCOS https://twitter.com/ai_fast_track/status/1462198412489760774",
      "votes": null
    },
    {
      "id": "1662594",
      "postDate": "01/24/2022 12:11:35",
      "content": "<p>I'd be curious if anyone has tested this. 😊</p>",
      "rawMarkdown": "I'd be curious if anyone has tested this. 😊",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 1662594,
      "author_name": "crained",
      "author_url": "",
      "post_date": "01/24/2022 12:11:35",
      "content": "<p>I'd be curious if anyone has tested this. 😊</p>",
      "votes": null,
      "replies": []
    }
  ],
  "raw_markdown_by_id": {
    "1662198": "FCOS is an anchor free object detector.\npaper https://arxiv.org/abs/1904.01355\nLink in pytorch https://pytorch.org/vision/master/generated/torchvision.models.detection.fcos_resnet50_fpn.html\nI think its almost same as how we use Fasterrcnn, more info here https://github.com/pytorch/vision/blob/c6722307e6860057b4855483d237fe00a213dcf6/torchvision/models/detection/fcos.py#L256\n\nAn amazing Twitter thread on FCOS https://twitter.com/ai_fast_track/status/1462198412489760774",
    "1662594": "I'd be curious if anyone has tested this. 😊"
  },
  "source": "meta"
}