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adaface

ai-for-beginners

12 Weeks, 24 Lessons, AI for All!

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

badpytorchocr

基于pytorch的ocr算法库，包括 psenet, pan, dbnet, sast , crnn

data-engineering-zoomcamp

Free Data Engineering course!

insightface_vpl

State-of-the-art 2D and 3D Face Analysis Project

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorchocr

基于Pytorch的OCR工具库，支持常用的文字检测和识别算法

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

visualization

Animation engine for explanatory math videos

wenet

Production First and Production Ready End-to-End Speech Recognition Toolkit