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1 | 1 | ## Face Detection
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2 |
| -PyTorch implementations of various face detection algorithms (last updated on 2019-08-01). |
| 2 | +PyTorch implementations of various face detection algorithms (last updated on 2019-08-03). |
3 | 3 |
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4 | 4 | ### Usage Example
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5 | 5 | ```python
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@@ -35,10 +35,18 @@ img_thumb_bboxed = draw_bbox(img_thumb, bbox_thumb)
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35 | 35 | ./detectors/mtcnn/weights/rnet.npy
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36 | 36 | ./detectors/mtcnn/weights/onet.npy
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37 | 37 | ```
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| 38 | +* FaceBoxes |
| 39 | +``` |
| 40 | +./detectors/faceboxes/weights/FaceBoxes.pth |
| 41 | +``` |
38 | 42 | * [Tiny Face (trained on WIDER FACE)](https://drive.google.com/open?id=1vdKzrfQ4cXeI157NEJoeI1ECZ66GFEKE)
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39 | 43 | ```
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40 | 44 | ./detectors/tinyface/weights/checkpoint_50.pth
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41 | 45 | ```
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| 46 | +* [PyramidBox (trained on WIDER FACE)](https://drive.google.com/open?id=1jLHIwN15u73qr-8rmthZEZWQfnAq6N9C) |
| 47 | +``` |
| 48 | +./detectors/pyramidbox/weights/pyramidbox_120000_99.02.pth |
| 49 | +``` |
42 | 50 | * [S3FD (trained on WIDER FACE)](https://drive.google.com/open?id=1ktVh55p-Ynu6LonSyZtaUJxU23BS0Pdk)
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43 | 51 | ```
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44 | 52 | ./detectors/s3fd/weights/sfd_face.pth
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@@ -82,9 +90,15 @@ python demo_crop.py
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82 | 90 | * MTCNN
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83 | 91 | * [arXiv : Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Networks](https://arxiv.org/abs/1604.02878)
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84 | 92 | * [GitHub : mtcnn-pytorch](https://github.com/TropComplique/mtcnn-pytorch)
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| 93 | +* FaceBoxes |
| 94 | + * [arXiv : FaceBoxes: A CPU Real-time Face Detector with High Accuracy](https://arxiv.org/abs/1708.05234) |
| 95 | + * [GitHub : FaceBoxes.PyTorch](https://github.com/zisianw/FaceBoxes.PyTorch) |
85 | 96 | * Tiny Face
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86 | 97 | * [arXiv : Finding Tiny Faces](https://arxiv.org/abs/1612.04402)
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87 | 98 | * [GitHub : tiny-faces-pytorch](https://github.com/varunagrawal/tiny-faces-pytorch)
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| 99 | +* PyramidBox |
| 100 | + * [arXiv : PyramidBox: A Context-assisted Single Shot Face Detector](https://arxiv.org/abs/1803.07737) |
| 101 | + * [GitHub : Pyramidbox.pytorch](https://github.com/yxlijun/Pyramidbox.pytorch) |
88 | 102 | * S3FD
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89 | 103 | * [arXiv : S³FD: Single Shot Scale-invariant Face Detector](https://arxiv.org/abs/1708.05237)
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90 | 104 | * [GitHub : S3FD.pytorch](https://github.com/yxlijun/S3FD.pytorch)
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