Start Deep Learning

📝 My Notes · 📙 Official Docs · 🚀 My Code/Blog

Book

• Dive into Deep Learning, Start🚀

Practice

Task & Model

• LLM
  • 2026-04 / Rex-Omni, 开始📝
  • 2026-02 / Transformer, 开始📝
• YOLO
  • 2026-03 / YOLO26, 开始📝
  • 2026-03 / YOLO-Master, 开始📝
  • 2021-01 / YOLOv5, Start📙 (coco2yolov5.py🚀)
  • 2021-01 / ScaledYOLOv4, Start🚀
  • 2020-08 / Darknet, Start🚀
  • 2020-02 / OpenCV DNN, Start🚀
• Detection
  • 2021-01 / Detectron2, Start📝
  • 2021-01 / MMDetection, Start📝
• Pose
  • 2021-01 / MMSkeleton, Start📝
• StyleGAN
  • 2022-01 / JoJoGAN, Start📝
• Matting
  • 2022-01 / RobustVideoMatting, Start📝
• 3D Reconstruction
  • 2021-06 / SoftRas, 开始🚀

Tool & Framework

• TorchVision
  • 2021-02 / TorchVision, 推理🚀 微调🚀

SOTA

• State of the Art - Papers With Code
• SOTA 模型 - 机器之心
• GLUE
• CLUE

Benchmark

• DeepBench