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yangyongjx's Projects

micronet icon 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

mmfall icon mmfall

mmFall: Fall Detection using 4D MmWave Radar and Variational Recurrent Autoencoder

mmpose icon mmpose

mmPose: An Open-Source toolbox for Human Pose Estimation using mmWave Radars

mmwave icon mmwave

Python module for capturing/processing MMWave data from the TI DCA1000EVM Data Capture Card

mmwave-1 icon mmwave-1

mmWave SDK examples based on Batman Kit mmWave Sensor module

mmwave-2 icon mmwave-2

my Final Year Project - data extraction and models

mmwave_radar_learning_notebook icon mmwave_radar_learning_notebook

毫米波雷达、雷达原理Latex笔记。由于需要使用NI的IWR1443,学习记录了毫米波雷达的原理、雷达方程等知识。

models icon models

采用MegEngine实现的各种主流深度学习模型

msdnet icon msdnet

Multi-Scale Dense Networks for Resource Efficient Image Classification (ICLR 2018 Oral)

mt76 icon mt76

mac80211 driver for MediaTek MT76x0e, MT76x2e, MT7603, MT7615, MT7628 and MT7688

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