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PaddlePaddle Developer Community

dali

A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep learning training and inference applications.

deep-high-resolution-net.tensorflow

A TensorFlow implementation of HRNet

docs

Documentations for PaddlePaddle

ext_portrait_segmentation

eyelike

A webcam based pupil tracking implementation.

firstrepo

abc

focal-loss.pytorch

Focal loss implemention by PyTorch

lite-hrnet

This is an official pytorch implementation of Lite-HRNet: A Lightweight High-Resolution Network.

mmpose

OpenMMLab Pose Estimation Toolbox and Benchmark.

paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）

paddleclas

A treasure chest for visual recognition powered by PaddlePaddle

paddledetection

Object detection and instance segmentation toolkit based on PaddlePaddle.

paddlenlp

👑 Easy-to-use and powerful NLP and LLM library with 🤗 Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including 🗂Text Classification, 🔍 Neural Search, ❓ Question Answering, ℹ️ Information Extraction, 📄 Document Intelligence, 💌 Sentiment Analysis etc.

paddleseg

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

paddlespeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

paddletest

PaddlePaddle TestSuite

paddlevideo

基于模块化的设计，提供丰富的视频算法实现、产业级的视频算法优化与应用，包括安防、体育、互联网、媒体等行业的动作定位与识别、行为分析、智能封面、视频标注、视频打标签等，涵盖动作识别与视频分类、动作定位、动作检测、多模态文本视频检索等技术。

shufflenet-v2-tensorflow

A lightweight convolutional neural network

sparseinst

SparseInst: Sparse Instance Activation for Real-Time Instance Segmentation, CVPR 2022