{
  "id": 133281,
  "title": "Detecting faces",
  "url": "/competitions/deepfake-detection-challenge/discussion/133281",
  "author_name": "",
  "post_date": "2020-03-01T20:25:07.205671900Z",
  "votes": null,
  "comment_count": 2,
  "views": 0,
  "content": "<p>What about using siamese network on classifying fake faces from the videos???</p>",
  "messages": [
    {
      "id": "760873",
      "postDate": "03/01/2020 20:25:07",
      "content": "<p>What about using siamese network on classifying fake faces from the videos???</p>",
      "rawMarkdown": "What about using siamese network on classifying fake faces from the videos???",
      "votes": null
    },
    {
      "id": "760917",
      "postDate": "03/01/2020 22:33:27",
      "content": "<p>That could work for sure. For detecting faces, here are some models you can try: </p>\n\n<ul>\n<li><a href=\"https://github.com/timesler/facenet-pytorch\">https://github.com/timesler/facenet-pytorch</a> </li>\n<li><a href=\"https://github.com/qfgaohao/pytorch-ssd\">https://github.com/qfgaohao/pytorch-ssd</a></li>\n</ul>\n\n<p>You can also fine-tune the model from the <a href=\"https://arxiv.org/abs/1901.08971\">Faceforensics++</a> paper:  <a href=\"https://github.com/HongguLiu/Deepfake-Detection\">https://github.com/HongguLiu/Deepfake-Detection</a>. </p>\n\n<p>These are Pytorch models. You can find similar repos for Tensorflow as well. </p>\n\n<p>Best of luck!</p>",
      "rawMarkdown": "That could work for sure. For detecting faces, here are some models you can try: \n\n- https://github.com/timesler/facenet-pytorch \n- https://github.com/qfgaohao/pytorch-ssd\n\nYou can also fine-tune the model from the [Faceforensics++](https://arxiv.org/abs/1901.08971) paper:  https://github.com/HongguLiu/Deepfake-Detection. \n\nThese are Pytorch models. You can find similar repos for Tensorflow as well. \n\nBest of luck!",
      "votes": null
    },
    {
      "id": "760984",
      "postDate": "03/02/2020 01:58:36",
      "content": "<p>Well thanks will see to it</p>",
      "rawMarkdown": "Well thanks will see to it",
      "votes": null
    }
  ],
  "comments": [
    {
      "id": 760917,
      "author_name": "yassinealouini",
      "author_url": "",
      "post_date": "03/01/2020 22:33:27",
      "content": "<p>That could work for sure. For detecting faces, here are some models you can try: </p>\n\n<ul>\n<li><a href=\"https://github.com/timesler/facenet-pytorch\">https://github.com/timesler/facenet-pytorch</a> </li>\n<li><a href=\"https://github.com/qfgaohao/pytorch-ssd\">https://github.com/qfgaohao/pytorch-ssd</a></li>\n</ul>\n\n<p>You can also fine-tune the model from the <a href=\"https://arxiv.org/abs/1901.08971\">Faceforensics++</a> paper:  <a href=\"https://github.com/HongguLiu/Deepfake-Detection\">https://github.com/HongguLiu/Deepfake-Detection</a>. </p>\n\n<p>These are Pytorch models. You can find similar repos for Tensorflow as well. </p>\n\n<p>Best of luck!</p>",
      "votes": null,
      "replies": [
        {
          "id": 760984,
          "author_name": "vineeth1999",
          "author_url": "",
          "post_date": "03/02/2020 01:58:36",
          "content": "<p>Well thanks will see to it</p>",
          "votes": null,
          "replies": []
        }
      ]
    }
  ],
  "raw_markdown_by_id": {
    "760873": "What about using siamese network on classifying fake faces from the videos???",
    "760917": "That could work for sure. For detecting faces, here are some models you can try: \n\n- https://github.com/timesler/facenet-pytorch \n- https://github.com/qfgaohao/pytorch-ssd\n\nYou can also fine-tune the model from the [Faceforensics++](https://arxiv.org/abs/1901.08971) paper:  https://github.com/HongguLiu/Deepfake-Detection. \n\nThese are Pytorch models. You can find similar repos for Tensorflow as well. \n\nBest of luck!",
    "760984": "Well thanks will see to it"
  },
  "source": "meta"
}