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hongbo zhou's Projects

mirror icon mirror

Visualisation tool for cnn in pytorch

mlens icon mlens

ML-Ensemble – high performance ensemble learning

mnc icon mnc

Instance-aware Semantic Segmentation via Multi-task Network Cascades

mnist-helper icon mnist-helper

This repo includes some python functions which comes handy during experimenting with mnist digits dataset

models icon models

Models and examples built with TensorFlow

nvidia-autopilot-keras icon nvidia-autopilot-keras

Keras Implementation of End to End Learning for Self-Driving Cars by (Baris Kayalibay, Grady Jensen, Patrick van der Smagt)

nyroglancer icon nyroglancer

jupyter notebook extension to visualize numpy arrays with the neuroglancer

ocnet.pytorch icon ocnet.pytorch

OCNet achieves the state-of-the-art scene parsing performance on both Cityscapes and ADE20K.

one-hundred-layers-tiramisu icon one-hundred-layers-tiramisu

Keras Implementation of The One Hundred Layers Tiramisu: Fully Convolutional DenseNets for Semantic Segmentation by (Simon Jégou, Michal Drozdzal, David Vazquez, Adriana Romero, Yoshua Bengio)

openseg.pytorch icon openseg.pytorch

This repository provides source code for OCNet and FastOCNet on Cityscapes, ADE20K and LIP benchmarks

parametric-t-sne icon parametric-t-sne

Running parametric t-SNE by Laurens Van Der Maaten with Octave and oct2py.

pinns icon pinns

Basic implementation of physics-informed neural network with pytorch.

pix2pix-pytorch icon pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pix2pix-tensorflow icon pix2pix-tensorflow

TensorFlow implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pix2pix-tensorflow-1 icon pix2pix-tensorflow-1

Tensorflow port of Image-to-Image Translation with Conditional Adversarial Nets https://phillipi.github.io/pix2pix/

pointnet2 icon pointnet2

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

pretrained-models.pytorch icon pretrained-models.pytorch

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

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