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WangYongli's starred repositories

ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

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onnxruntime-inference-examples

Examples for using ONNX Runtime for machine learning inferencing.

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TNN: developed by Tencent Youtu Lab and Guangying Lab, a uniform deep learning inference framework for mobile、desktop and server. TNN is distinguished by several outstanding features, including its cross-platform capability, high performance, model compression and code pruning. Based on ncnn and Rapidnet, TNN further strengthens the support and performance optimization for mobile devices, and also draws on the advantages of good extensibility and high performance from existed open source efforts. TNN has been deployed in multiple Apps from Tencent, such as Mobile QQ, Weishi, Pitu, etc. Contributions are welcome to work in collaborative with us and make TNN a better framework.

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onnx-modifier

A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.

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detrex

detrex is a research platform for DETR-based object detection, segmentation, pose estimation and other visual recognition tasks.

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YOLOv6

YOLOv6: a single-stage object detection framework dedicated to industrial applications.

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FADNet

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StereoV3DCode

《立体视觉入门指南》代码， c++ code for StereoV3D course

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mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

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yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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LearnAndTry

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tinyCNN

将MNN拆解的简易前向推理框架(for study!)

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yolov7_d2

🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥

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nnieqat-pytorch

A nnie quantization aware training tool on pytorch.

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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. ⭐⭐⭐⭐⭐

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vit-pytorch

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

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PytorchToCaffe

Pytorch model to caffe model, supported pytorch 0.3, 0.3.1, 0.4, 0.4.1 ,1.0 , 1.0.1 , 1.2 ,1.3 .notice that only pytorch 1.1 have some bugs

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PyTorch-Quantization-Aware-Training

PyTorch Quantization Aware Training Example

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awesome-quantization-and-fixed-point-training

Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design

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ArmNeonOptimization

Arm neon optimization practice

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MNN

MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba

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YOLOX

YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

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