Yi_Zhang (uyzhang)

uyzhang

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Location:北京市 海淀区

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Yi_Zhang's repositories

yolov5_prune

Yolov5 pruning on COCO Dataset

Awesome-Vision-Attentions

Summary of related papers on visual attention. Related code will be released based on Jittor gradually.

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XduTicketSystem

西电软院程序设计实训_自动售票系统

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MVision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

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AutoDeeplab

Implementation the paper Auto-DeepLab Hierarchical Neural Architecture Search for Semantic Image Segmentation

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Image-Auto-Optimisation-Engine

A Image Compressor Decompressor based Tool

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jittor

Jittor is a high-performance deep learning framework based on JIT compiling and meta-operators.

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lossy-image-compression

Image Compression using CNN based Autoencoders

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micronet

micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、Low-Bit(≤2b)/Ternary and Binary(TWN/BNN/XNOR-Net); post-training-quantization(PTQ), 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization fuse for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape

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mmdetection

OpenMMLab Detection Toolbox and Benchmark

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ncnn

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

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terminal-config

⬛ Windows Terminal + 🐧 WSL2 + zsh + Powerlevel10K

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yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite

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