remgao Goto Github PK

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fcn.berkeleyvision.org

Fully Convolutional Networks for Semantic Segmentation by Jonathan Long*, Evan Shelhamer*, and Trevor Darrell. CVPR 2015 and PAMI 2016.

finch

Lots of my Machine Learning Implementations based on TensorFlow / PyTorch (Keep Updating)

flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gpflow

Gaussian processes in TensorFlow

gpgraph-gao

graph_nets

Build Graph Nets in Tensorflow

hyperlearn

50% faster, 50% less RAM Machine Learning. Numba rewritten Sklearn. SVD, NNMF, PCA, LinearReg, RidgeReg, Randomized, Truncated SVD/PCA, CSR Matrices all 50+% faster

interactive_trajectory_prediction

iou-tracker

Python implementation of the IOU Tracker

kittiseg

A Kitti Road Segmentation model implemented in tensorflow.

mdp_tracking

Learning to Track: Online Multi-Object Tracking by Decision Making

megaman

megaman: Manifold Learning for Millions of Points

meta_trackers

models

Models built with TensorFlow

motbeyondpixels

Monocular multi-object tracking using simple and complementary 3D and 2D cues (ICRA 2018)

motdt

Real-time Multiple People Tracking with Deeply Learned Candidate Selection and Person Re-identification

multi-object-tracking-paper-list

Paper list and source code for multi-object-tracking

next-prediction

Code and model for "Peeking into the Future: Predicting Future Person Activities and Locations in Videos", Liang et al, CVPR 2019

nn-svg

Publication-ready NN-architecture schematics.

opentracker

Real-time C++ ECO tracker etc. speed-up by SSE/NEON, support Linux, Mac, Jestson TX1/2, raspberry pi

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

pointnet.pytorch

pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pointnet2_pytorch

PyTorch implementation of Pointnet2/Pointnet++

prml

PRML algorithms implemented in Python

prmlt

Matlab code for algorithms in PRML book

pymanopt

Python toolbox for optimization on manifolds with support for automatic differentiation

pysot

pytorch-siamfc

Pytorch implementation of "Fully-Convolutional Siamese Networks for Object Tracking"