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autolog

coming soon

awesome_lightweight_networks

The implementation of various lightweight networks by using PyTorch. such as：MobileNetV2，MobileNeXt，GhostNet，ParNet，MobileViT、AdderNet，ShuffleNetV1-V2，LCNet，ConvNeXt，etc. ⭐⭐⭐⭐⭐

easydata

inat_comp

iNaturalist competition details

inference

The collection about paddle inference, onnxruntime inference, and TensorRT inference benchmark.

interpretdl

InterpretDL: Interpretation of Deep Learning Models，基于『飞桨』的模型可解释性算法库。https://interpretdl.readthedocs.io/en/latest/index.html

levit

LeViT a Vision Transformer in ConvNet's Clothing for Faster Inference

mae-pytorch

Unofficial PyTorch implementation of Masked Autoencoders Are Scalable Vision Learners

mirrors-yapf

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

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）

paddlebenchmark

paddleclas

A treasure chest for visual classification and recognition powered by PaddlePaddle

paddledetection

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

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)

paddlers

Awesome Remote Sensing Toolkit based on PaddlePaddle

paddleseg

End-to-end image segmentation kit based on 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.

pvt

shufflenet

This is a fast caffe implementation of ShuffleNet.

styleguide

文档与源码编写风格

tpu

Reference models and tools for Cloud TPUs.

vision

Datasets, Transforms and Models specific to Computer Vision

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

x2paddle

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