ML/DL/RL - Summary

[junxnone]

• 基础知识
  • 矩阵
  • Convolution - 卷积
  • Gradient Descent
  • CNN
  • RNN
  • Metric Learning
• Tasks
  • Classification [Summary] [History]
  • Detection [Summary] [History]
  • Segmentation [Summary] [History]
    • Instance Segmentation
    • [Semantic Segmentation]
  • OCR/TextDetection/TextRecognition
  • CBIR
  • 3D - Point Cloud
• Tools
  • Pytorch
  • [Tensorflow]
  • OpenVINO
  • Active Learning Tools
  • Label Tools
• Research Tech
  • Transformers
  • Active Learning
  • AutoML
    • Bayesian Optimization
  • Attention
  • Knowledge Distillation
  • AutoEncoder
• Datasets
• Metrics
• Application
• Resource