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add YOLOX, YOLOR and Scaled-YOLOv4 #18

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add YOLOX, YOLOR and Scaled-YOLOv4 #18

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0d1cf7d
add YOLOX 2021!
DefTruth Sep 16, 2021
50f7abd
add YOLOR 2021!
DefTruth Sep 16, 2021
7ea0a29
add Scaled-YOLOv4 CVPR 2021!
DefTruth Sep 16, 2021
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54 changes: 52 additions & 2 deletions README.md
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Expand Up @@ -13,7 +13,10 @@ This is a list of awesome articles about object detection. If you want to read t
- SPP-Net
- YOLO
- YOLOv2
- YOLOv3
- YOLOv3
- YOLOX
- YOLOR
- Scaled-YOLOv4
- YOLT
- SSD
- DSSD
Expand Down Expand Up @@ -370,7 +373,54 @@ Based on handong1587's github: https://handong1587.github.io/deep_learning/2015/
- github:https://github.com/ultralytics/yolov3
- github:https://github.com/BobLiu20/YOLOv3_PyTorch
- github:https://github.com/andy-yun/pytorch-0.4-yolov3
- github:https://github.com/DeNA/PyTorch_YOLOv3
- github:https://github.com/DeNA/PyTorch_YOLOv3

## YOLOX

**YOLOX: Exceeding YOLO Series in 2021**

- arxiv:https://arxiv.org/abs/2107.08430
- paper:https://arxiv.org/abs/2107.08430.pdf
- documentation:https://yolox.readthedocs.io/en/latest/
- code: <https://github.com/Megvii-BaseDetection/YOLOX>
- github(Official):https://github.com/Megvii-BaseDetection/YOLOX
- github(NCNN C++):https://github.com/FeiGeChuanShu/ncnn-android-yolox
- github(Tengine C++):https://github.com/OAID/Tengine/blob/tengine-lite/examples/tm_yolox.cpp
- github(ROS):https://github.com/Ar-Ray-code/YOLOX-ROS
- github:https://github.com/nanmi/YOLOX-deepstream
- github(ONNXRuntime C++):https://github.com/DefTruth/lite.ai/blob/main/ort/cv/yolox.cpp
- github:https://github.com/RapidAI/YOLO2COCO
- github(OpenCV-DNN C++):https:https://github.com/hpc203/yolox-opencv-dnn


## YOLOR

**YOLOR: You Only Learn One Representation: Unified Network for Multiple Tasks**

- arxiv:https://arxiv.org/abs/2105.04206
- paper:https://arxiv.org/abs/2105.04206.pdf
- code: <https://github.com/WongKinYiu/yolor>
- github(Official):https://github.com/WongKinYiu/yolor
- github(TensorRT C++):https://github.com/ttanzhiqiang/onnx_tensorrt_project
- github:https://github.com/WongKinYiu/yolor/tree/paper
- github:https://github.com/WongKinYiu/yolor/tree/mmdet
- github:https://github.com/DataXujing/YOLOR-
- github(ONNXRuntime C++):https://github.com/DefTruth/lite.ai/blob/main/ort/cv/yolor.cpp
- course:https://augmentedstartups.mykajabi.com/YOLOR-Object-Detection-Course

## Scaled-YOLOv4

**Scaled-YOLOv4: Scaling Cross Stage Partial Network**

- arxiv:https://arxiv.org/abs/2011.08036
- paper:https://arxiv.org/abs/2011.08036.pdf
- code: <https://github.com/WongKinYiu/ScaledYOLOv4>
- github(Official):https://github.com/WongKinYiu/ScaledYOLOv4
- github(TensorRT C++):https://github.com/tjuskyzhang/Scaled-YOLOv4-TensorRT
- github:https:https://github.com/WongKinYiu/ScaledYOLOv4/tree/yolov4-tiny
- github:https:https://github.com/WongKinYiu/ScaledYOLOv4/tree/yolov4-csp
- github:https://github.com/wangermeng2021/Scaled-YOLOv4-tensorflow2
- github(ONNXRuntime C++):https://github.com/DefTruth/lite.ai/blob/main/ort/cv/scaled_yolov4.cpp

## YOLT

Expand Down