deep-learning-journey

Collection and Implementation of deep learning papers

https://github.com/mli/paper-reading

Computer Vision

Image Classification

1. AlexNet
2. VGG
3. GoogleNet
4. ResNet
5. MobileNet
6. EfficientNet

Image Setmentation

1. SegNet

Abnormal Detection

1. Auto Encoder

Object Detection

1. R-CNN
2. Fast R-CNN
3. Faster R-CNN
4. SSD
5. YOLO
6. Mask R-CNN
7. YOLOv2
8. YOLOv3
9. CentorNet
10. DETR

License Plate Detection

https://github.com/xuexingyu24/License_Plate_Detection_Pytorch

1. ???

Face Detection & Recognition

https://github.com/serengil/deepface

1. ???

GAN

1. GAN
2. DCGAN
3. pix2pix
4. SRGAN
5. WGAN
6. CycleGAN
7. StyleGAN

Transformer

1. ViT
2. CLIP
3. Swin Transformer
4. MLP-Mixer
5. MAE