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Yuantao Yang's Projects

airsim icon airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

hrnet-semantic-segmentation icon hrnet-semantic-segmentation

This is an official implementation of semantic segmentation for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

maml_rl icon maml_rl

Code for RL experiments in "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

mapandbuilding icon mapandbuilding

通过从高德地图爬虫获取建筑轮廓,生成geojson文件,mapbox定制自定义地图,echarts-gl生成

moco icon moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

sumo2unreal icon sumo2unreal

Convert Sumo .net.xml road network files into road geometry inside Unreal

tensorrtx icon tensorrtx

Implementation of popular deep learning networks with TensorRT network definition APIs

yolov5_quant_sample icon yolov5_quant_sample

This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based on yolov5s.

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