https://github.com/alixunxing/yolodet-pytorch

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

https://github.com/alixunxing/yolodet-pytorch

Repository

reproduce the YOLO series of papers in pytorch, including YOLOv4, PP-YOLO, YOLOv5，YOLOv3, etc.

https://github.com/alixunxing/yolodet-pytorch/blob/master/

 | [English](README_en.md)
# YOLODet-PyTorch
YOLODet-PyTorchpytorchyoloYOLODet-PyTorchYOLO

**PyTorch 1.5develop**
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## 

### 

- 

  YOLODetYOLOYOLOv5YOLOv4PP-YOLOYOLOv3YOLO

- 

  YOLODet

### :

- [YOLOv5(s,m,l,x)](docs/yolov5_cn.md)
- [YOLOv4(sam)](docs/yolov4_cn.md) 
- [PP-YOLO](docs/pp-yolo_cn.md)
- [YOLOv3](docs/yolov3_cn.md)

### Backone

- DarkNet
- CSPDarkNet
- ResNet
- YOLOv5Darknet

### 

- Mosaic
- MixUp
- Resize
- LetterBox
- RandomCrop
- RandomFlip
- RandomHSV
- RandomBlur
- RandomNoise
- RandomAffine
- RandomTranslation
- Normalize
- ImageToTensor
- [](docs/TRANSFORMS_cn.md)

### 

- bbox loss (IOU,GIOU,DIOU,CIOU)
- confidence loss(YOLOv4,YOLOv5,PP-YOLO)
- IOU_Aware_Loss(PP-YOLO)
- FocalLoss


### 

- [](https://www.tensorflow.org/api_docs/python/tf/train/ExponentialMovingAverage)
- 
- 
- 
- 
- FixedStepExpPolyInvConsine
- Label Smooth
- **** YOLOv5yoloyolov5`yolo_loss_type=yolov5`
-  YOLOv5:4gx,gygridgridYOLOIOU

### 

- [x] **Group Norm**
- [x] **Modulated Deformable Convolution**
- [x] **Focus**
- [x] **Spatial Pyramid Pooling**
- [x] **FPN-PAN**
- [x] **coord conv**
- [x] **drop block**
- [x] **SAM**


### 
```
yolodet-pytorch
cfg              #(yolov5,yolov4)
tools            #
yolodet          #YOLO
  apis          #
  dataset       #DateSetDateLoader
  models        #YOLO
    detectors  #
    backbones  #
    necks      #necks
    heads      #heads
    loss       #
    hooks      #hooks()
    utils      #
```

## 

 [INSTALL.md](docs/INSTALL_cn.md) 


## 

 [GETTING_STARTED.md](docs/GETTING_STARTED_cn.md) YOLODet

## 
[](docs/MODEL_ZOO_cn.md)

## 
MSCOCO

## 
- [open-mmlab](https://github.com/open-mmlab) [mmdetection](https://github.com/open-mmlab/mmdetection)
- Netron https://github.com/lutzroeder/Netron
- Paper YOLOv4: https://arxiv.org/abs/2004.10934
- Source code:https://github.com/AlexeyAB/darknet
- More details: http://pjreddie.com/darknet/yolo/
- YOLOv5https://github.com/ultralytics/yolov5
- PP-YOLOhttps://arxiv.org/abs/2007.12099
- PP-YOLO codehttps://github.com/PaddlePaddle/PaddleDetection


## 

YOLODetPyTorchYOLO
gmail:wuzhihao7788@gmail.com,

Owner

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