Pytorch implementation of cnn network
Classical network
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AlexNet:
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VGG:
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ResNet:
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InceptionV1:
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InceptionV2 and InceptionV3:
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InceptionV4 and Inception-ResNet:
Lightweight network
- MobileNets:
- MobileNetV2：
- MobileNetV3：
- ShuffleNet：
- ShuffleNet V2:
- SqueezeNet
- Xception
- MixNet
- GhostNet
ObjectDetection-network
- SSD:
- YOLO:
- YOLOv2:
- YOLOv3:
- FCOS:
- FPN:
- RetinaNet
- Objects as Points:
- FSAF:
- CenterNet
- FoveaBox
Semantic Segmentation
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FCN
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Fast-SCNN
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LEDNet:
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LRNNet
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FisheyeMODNet:
Instance Segmentation
- PolarMask
FaceDetectorAndRecognition
- FaceBoxes
- LFFD
- VarGFaceNet
HumanPoseEstimation
- Stacked Hourglass Networks
- Simple Baselines
- LPN