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Dr. Cai's Projects

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mean Average Precision - This code evaluates the performance of your neural net for object recognition.

mc-cnn icon mc-cnn

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches

models icon models

Models and examples built with TensorFlow

monodepth icon monodepth

Unsupervised single image depth prediction with CNNs

monodepth-pytorch icon monodepth-pytorch

Unofficial implementation of Unsupervised Monocular Depth Estimation neural network MonoDepth in PyTorch

paddleclas icon paddleclas

A treasure chest for visual classification and recognition powered by PaddlePaddle

proxylessnas icon proxylessnas

[ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware.

pydnet icon pydnet

Repository for pydnet, IROS 2018

pytorch-image-models icon pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

receptivefield icon receptivefield

Gradient based receptive field estimation for Convolutional Neural Networks

rfbnet icon rfbnet

Receptive Field Block Net for Accurate and Fast Object Detection, ECCV 2018

sfmlearner icon sfmlearner

An unsupervised learning framework for depth and ego-motion estimation from monocular videos

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