Repository Index

基于PaddleOCR重构，并且脱离PaddlePaddle深度学习训练框架的轻量级OCR，推理速度超快 —— A lightweight OCR system based on PaddleOCR, decoupled from the PaddlePaddle deep learning training framework, with ultra-fast inference speed.

• document-layout-analysis
• license-plate-recognition
• ocr
• onnx-models

novel deep learning research works with PaddlePaddle

• deep-learning
• computer-vision
• nlp
• knowledge-graph

FSL-Mate: A collection of resources for few-shot learning (FSL).

• few-shot-learning
• one-shot-learning
• meta-learning
• low-shot

Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.

• video-recognition
• tsm
• slowfast
• tsn

PaddleSlim is an open-source library for deep model compression and architecture search.

• pruning
• quantization
• nas
• bert

Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle

• heterogeneous-graph-learning
• graph-neural-network
• graph
• metapath

TensorLayerX: A Unified Deep Learning and Reinforcement Learning Framework for All Hardwares, Backends and OS.

• tensorlayerx
• tensorlayer
• tensorflow
• paddlepaddle