cv-notes

Computer Vision Code Snippets.

Contents

• CV00 CNN, Classification (Keras)
• CV01 Transfer Learning, Classification (Keras)
• CV02 Segmentation (Keras)
• CV03 YOLO
  • CV03-1 Try YOLO (Overview, Darknet)
  • CV03-2 YOLO in tensorflow (Overview, Keras)
  • CV03-3 Traffic Sign with YOLO (Darknet, Kaggle)
  • CV03-O Detecting in video (Darknet, C)
• CV04 GAN
  • CV04-1 GAN (Keras)
  • CV04-2 DCGAN alike (Keras)
• CV05 Neural Style Transfer (Keras)
• CV06 GAN, more
  • CV06-1 CycleGAN (Keras)
• CVA0 Let's learn PyTorch
  • CVA0-1 Learning PyTorch with Examples (1) (PyTorch)
  • CVA0-2 Learning PyTorch with Examples (2) (PyTorch)

Future Work

No plans now.

• CV06 GAN, more
  • CV06-2 SRGAN (PyTorch)*
• CV07 Hyperparameter Tuning*
• CV08 Object Detection, more
  • CV08-1 R-CNN*
  • CV08-2 SSD*
• CV09 Final Project: Deep Fake*

Hall of Outputs