paper collections
NeuralNetwork Components
- Standard convolution
- group convolution
- depthwise convolution
- involution
- pooling
- activation function
- fully connection
- roi pooling
- softmax
classification
- AlexNet
- VGG
- Resnet50
- Mobilenet v1
- Mobilenet v2
- Mobilenet v3
- EfficientNet
- Transformer
- Swin-Transformer
- RedNet, Involution
object detection
- RCNN
- SPPnet
- Faster RCNN
- R-FCN
- Yolo v1
- Yolo v2
- Yolo v3
- Yolo v4
segmentation
- mask rcnn
- deeplab v1
- deeplab v2
- deeplab v3