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@ -10,6 +10,10 @@ All the models are implemented in pytorch/mxnet/tensorflown first, and export a
## News
- `17 May 2021`. [ybw108](https://github.com/ybw108): arcface LResNet100E-IR and MobileFaceNet.
- `6 May 2021`. [makaveli10](https://github.com/makaveli10): scaled-yolov4 yolov4-csp.
- `29 Apr 2021`. [upczww](https://github.com/upczww): hrnet segmentation w18/w32/w48, ocr branch also.
- `28 Apr 2021`. [aditya-dl](https://github.com/aditya-dl): mobilenetv2, alexnet, densenet121, mobilenetv3 with python API.
- `26 Apr 2021`. [makaveli10](https://github.com/makaveli10) add Inceptionv4.
- `25 Apr 2021`. YOLOv5 updated to v5.0, supporting s/m/l/x/s6/m6/l6/x6.
- `23 Apr 2021`. [irvingzhang0512](https://github.com/irvingzhang0512) add TSM: Temporal Shift Module for Efficient Video Understanding, ICCV2019.
@ -21,10 +25,6 @@ All the models are implemented in pytorch/mxnet/tensorflown first, and export a
- `31 Jan 2021`. RepVGG added by [upczww](https://github.com/upczww).
- `29 Jan 2021`. U-Net added by [YuzhouPeng](https://github.com/YuzhouPeng).
- `24 Jan 2021`. IBN-Net added by [TCHeish](https://github.com/TCHeish), PSENet optimized, YOLOv5 v4.0 INT8, etc.
- `8 Jan 2021`. YOLOv5 s/m/l/x updated to v4.0.
- `27 Dec 2020`. HRNet-Semantic-Segmentation added by [BaofengZan](https://github.com/BaofengZan).
- `4 Dec 2020`. DBNet dynamic input shape support by [BaofengZan](https://github.com/BaofengZan), YOLOv3 int8, PSENet(tensorflow) text detection by [upczww](https://github.com/upczww).
- `19 Nov 2020`. YOLOv3-SPP supports dynamic input shape, including a dynamic plugin.
## Tutorials
@ -70,7 +70,7 @@ Following models are implemented.
|[yolov4](./yolov4)| CSPDarknet53, weights from [AlexeyAB/darknet](https://github.com/AlexeyAB/darknet#pre-trained-models), pytorch implementation from [ultralytics/yolov3](https://github.com/ultralytics/yolov3) |
|[yolov5](./yolov5)| yolov5 v1.0-v5.0, pytorch implementation from [ultralytics/yolov5](https://github.com/ultralytics/yolov5) |
|[retinaface](./retinaface)| resnet50 and mobilnet0.25, weights from [biubug6/Pytorch_Retinaface](https://github.com/biubug6/Pytorch_Retinaface) |
|[arcface](./arcface)| LResNet50E-IR, weights from [deepinsight/insightface](https://github.com/deepinsight/insightface) |
|[arcface](./arcface)| LResNet50E-IR, LResNet100E-IR and MobileFaceNet, weights from [deepinsight/insightface](https://github.com/deepinsight/insightface) |
|[retinafaceAntiCov](./retinafaceAntiCov)| mobilenet0.25, weights from [deepinsight/insightface](https://github.com/deepinsight/insightface), retinaface anti-COVID-19, detect face and mask attribute |
|[dbnet](./dbnet)| Scene Text Detection, weights from [BaofengZan/DBNet.pytorch](https://github.com/BaofengZan/DBNet.pytorch) |
|[crnn](./crnn)| pytorch implementation from [meijieru/crnn.pytorch](https://github.com/meijieru/crnn.pytorch) |
@ -85,6 +85,7 @@ Following models are implemented.
|[densenet](./densenet)| DenseNet-121, from torchvision.models |
|[rcnn](./rcnn)| FasterRCNN and MaskRCNN, model from [detectron2](https://github.com/facebookresearch/detectron2) |
|[tsm](./tsm)| TSM: Temporal Shift Module for Efficient Video Understanding, ICCV2019 |
|[scaled-yolov4](./scaled-yolov4)| yolov4-csp, pytorch from [WongKinYiu/ScaledYOLOv4](https://github.com/WongKinYiu/ScaledYOLOv4) |
## Model Zoo