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Cotton Hu's Projects

pixor icon pixor

Bird's Eye View Object Detection Algorithm for self-driving Cars

pretrained-models.pytorch icon pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

py-decouplednet icon py-decouplednet

Python version of DecoupledNet: Decoupled Deep Neural Network for Semi-supervised Semantic Segmentation

pydensecrf icon pydensecrf

Python wrapper to Philipp Krähenbühl's dense (fully connected) CRFs with gaussian edge potentials.

rainbow icon rainbow

A data layout optimization framework for wide tables stored on HDFS. See rainbow's webpage

segnet-tutorial icon segnet-tutorial

Files for a tutorial to train SegNet for road scenes using the CamVid dataset

simpledet icon simpledet

A Simple and Versatile Framework for Object Detection and Instance Recognition

sparseml icon sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

ssgan icon ssgan

Semi Supervised Semantic Segmentation Using Generative Adversarial Network ; Pytorch

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

tensorslow icon tensorslow

Re-implementation of TensorFlow in pure python, with an emphasis on code understandability

tf_unet icon tf_unet

Generic U-Net Tensorflow implementation for image segmentation

unifiedparsing icon unifiedparsing

Codebase and pretrained models for ECCV'18 Unified Perceptual Parsing

vid2vid icon vid2vid

Pytorch implementation of our method for high-resolution (e.g. 2048x1024) photorealistic video-to-video translation.

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