Deep-Learning-Notes

Tutorials,Notes and Topic discussions

Directory

• Tensorflow basics

  • ...

• Computer-Vision

  • Detection
    • YoloV1 exploration
  • OCR
    • CRNN+CTC exploration
  • Segmentation
    • Medical Image Segmentation
  • Image Caption
    • Transformers for Image-Caption
  • Unsupervised Learning
    • SimCLR

• NLP

  • Text-Classification
    • NLP_transformer_text_classifier
  • Sequence models
    • NLP Dialog generation chatbot
  • Foundational Models
    • MLM text-generation.

• Model Debugging

  • GradCAM Toolbox using TF-Keras