Projects in Awesome Lists by PaddlePaddle

https://github.com/PaddlePaddle/PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

chineseocr crnn db ocr ocrlite

Last synced: 30 Jul 2024

https://github.com/PaddlePaddle/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）

deep-learning distributed-training efficiency machine-learning neural-network paddlepaddle python scalability

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleHub

Awesome pre-trained models toolkit based on PaddlePaddle. (400+ models including Image, Text, Audio, Video and Cross-Modal with Easy Inference & Serving)

awesome deep-learning model nlp text2image vision

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleDetection

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.

blazeface deepsort detr face-detection fairmot faster-rcnn fcos human-activity-recognition human-pose-estimation instance-segmentation mask-rcnn multi-object-tracking object-detection picodet pp-yolo rt-detr yolov3 yolov5 yolov7 yolox

Last synced: 31 Jul 2024

https://github.com/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.

bert compression distributed-training document-intelligence embedding ernie information-extraction llama llm neural-search nlp paddlenlp pretrained-models question-answering search-engine semantic-analysis sentiment-analysis transformers uie

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/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.

asr code-switch conformer kws punctuation-restoration self-supervised-learning sound-classification speech-alignment speech-recognition speech-synthesis speech-translation streaming-asr streaming-tts transformer tts vocoder voice-cloning voice-recognition wav2vec2 whisper

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/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.

autonomous-driving human-segmentation image-matting image-segmentation interactive-segmentation lane-detection medical-image-segmentation panoptic-segmentation semantic-segmentation transformer video-segmentation

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/PaddleGAN

PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

animeganv2 basicvsrplusplus cyclegan edvr first-order-motion-model gan gpen image-editing image-generation motion-transfer photo2cartoon pix2pix psgan realsr resolution stylegan2 super-resolution wav2lip

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/Paddle-Lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network

Last synced: 31 Jul 2024

https://github.com/paddlepaddle/paddle-lite

PaddlePaddle High Performance Deep Learning Inference Engine for Mobile and Edge (飞桨高性能深度学习端侧推理引擎）

arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/models

Officially maintained, supported by PaddlePaddle, including CV, NLP, Speech, Rec, TS, big models and so on.

computer-vision cv deep-learning models natural-language-processing neural-network nlp paddlepaddle recommendation speech

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/ERNIE

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

bert ernie language-understanding natural-language-processing nlp

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/PaddleClas

A treasure chest for visual classification and recognition powered by PaddlePaddle

autoaugment cutmix deit fastdeploy gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/VisualDL

Deep Learning Visualization Toolkit（『飞桨』深度学习可视化工具）

caffe deep-learning onnx paddlepaddle visualization

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleX

Low-code development tool based on PaddlePaddle（飞桨低代码开发工具）

classification deep-neural-networks deeplearning deployment neural-networks ocr resnet segmentation time-series

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleRec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

deepfm esmm gru4rec lr mmoe ple tdm widedeep word2vec

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/PARL

A high-performance distributed training framework for Reinforcement Learning

large-scale parallelization reinforcement-learning

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/FastDeploy

⚡️An Easy-to-use and Fast Deep Learning Model Deployment Toolkit for ☁️Cloud 📱Mobile and 📹Edge. Including Image, Video, Text and Audio 20+ main stream scenarios and 150+ SOTA models with end-to-end optimization, multi-platform and multi-framework support.

android graphcore intel jetson kunlun object-detection onnx onnxruntime openvino picodet rockchip serving stable-diffusion tensorrt uie yolov5 yolov8

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/book

Deep Learning 101 with PaddlePaddle （『飞桨』深度学习框架入门教程）

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/Research

novel deep learning research works with PaddlePaddle

computer-vision data-mining deep-learning knowledge-graph nlp spatial-temporal

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/PGL

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

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

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/PaddleSlim

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

bert compression detection distillation ernie nas pruning quantization segmentation sparsity tensorrt transformer yolov5 yolov6 yolov7

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleVideo

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.

actbert action-detection action-localization action-recognition activitynet ava bmn kinetics400 pp-tsm slowfast st-gcn t2vlad temporal-action-detection tsm tsn video-recognition video-understanding videotag youtube-8m

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/Paddle.js

Paddle.js is a web project for Baidu PaddlePaddle, which is an open source deep learning framework running in the browser. Paddle.js can either load a pre-trained model, or transforming a model from paddle-hub with model transforming tools provided by Paddle.js. It could run in every browser with WebGL/WebGPU/WebAssembly supported. It could also run in Baidu Smartprogram and WX miniprogram.

deep-learning inference-engine model ocr paddlepaddle webassembly webgl webgpu

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/Serving

A flexible, high-performance carrier for machine learning models（『飞桨』服务化部署框架）

dag deep-learning docker gpu micro-service microservice-toolkit online-service paddle paddle-serving pipeline prediction predictor python rpc-service serving

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleHelix

Bio-Computing Platform Featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

biocomputing ddi deeplearning dti graph-networks machine-learning molecule-design ppi protein-design protein-docking protein-folding protein-structure-prediction representation-learning rna-structure-prediction self-supervised-learning

Last synced: 03 Aug 2024

https://github.com/PaddlePaddle/RocketQA

🚀 RocketQA, dense retrieval for information retrieval and question answering, including both Chinese and English state-of-the-art models.

dense-retrieval information-retrieval nlp question-answering

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/X2Paddle

Deep learning model converter for PaddlePaddle. (『飞桨』深度学习模型转换工具)

caffe model-converter onnx paddlepaddle pytorch tensorflow x2paddle-model-zoo

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/Knover

Large-scale open domain KNOwledge grounded conVERsation system based on PaddlePaddle

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/Paddle-Lite-Demo

lib, demo, model, data

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/FlyCV

FlyCV is a high-performance library for processing computer visual tasks.

arm assembly avx compute-vision computer-vision cv flycv high-performance image-processing lightweight neon opencv paddlepaddle sse

Last synced: 01 Aug 2024

https://github.com/PaddlePaddle/Quantum

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/Paddle3D

A 3D computer vision development toolkit based on PaddlePaddle. It supports point-cloud object detection, segmentation, and monocular 3D object detection models.

3d apollo autodrive bev caddn centerpoint hrnet kitti-dataset nuscenes point-cloud pointpillars smoke squeezeseg three-dimension-vision waymo-open-dataset

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleYOLO

🚀🚀🚀 YOLO series of PaddlePaddle implementation, PP-YOLOE+, RT-DETR, YOLOv5, YOLOv6, YOLOv7, YOLOv8, YOLOv10, YOLOX, YOLOv5u, YOLOv7u, YOLOv6Lite, RTMDet and so on. 🚀🚀🚀

instance-segmentation object-detection paddle paddleyolo ppyolo ppyoloe ppyolov2 rt-detr rtmdet yolo yolov10 yolov3 yolov5 yolov5u yolov6 yolov6lite yolov7 yolov7u yolov8 yolox

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/Anakin

High performance Cross-platform Inference-engine, you could run Anakin on x86-cpu,arm, nv-gpu, amd-gpu,bitmain and cambricon devices.

ai amd arm bitmain cambricon cross-platform high-performance inference-engine intel nvidia

Last synced: 31 Jul 2024

https://github.com/PaddlePaddle/PaddleFL

Federated Deep Learning in PaddlePaddle

Last synced: 02 Aug 2024

https://github.com/PaddlePaddle/PaddleTS

Awesome Easy-to-Use Deep Time Series Modeling based on PaddlePaddle, including comprehensive functionality modules like TSDataset, Analysis, Transform, Models, AutoTS, and Ensemble, etc., supporting versatile tasks like time series forecasting, representation learning, and anomaly detection, etc., featured with quick tracking of SOTA deep models.

cost deepar informer n-beats n-hits nbeats nhits paddlepaddle paddlets time-series-analysis time-series-anomaly-detection time-series-forecasting time-series-models time-series-representation-learning ts2vec

Last synced: 08 Aug 2024

https://github.com/PaddlePaddle/ERNIE-SDK

ERNIE Bot Agent is a Large Language Model (LLM) Agent Framework, powered by the advanced capabilities of ERNIE Bot and the platform resources of Baidu AI Studio.

agent chatcompletion embedding ernie-bot function-calling llm sdk