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

a tutorials for deep learning course.

Visualize pose estimation output from openpose

Datasets, Transforms and Models specific to Computer Vision

a tensorflow implementation of CPN (Cascaded Pyramid Network for Multi-Person Pose Estimation)

Pytorch version of Realtime Multi-Person Pose Estimation project

Refined Monokai color scheme for vim

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow

Faster R-CNN

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

Faster-RCNN in Tensorflow

R-FCN with joint training and python support

Faster R-CNN (Python implementation) -- see https://github.com/ShaoqingRen/faster_rcnn for the official MATLAB version

A curated list of deep learning resources for computer vision

R-FCN: Object Detection via Region-based Fully Convolutional Networks

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

From the basics to slightly more interesting applications of Tensorflow

Public facing notes page

Deep Residual Learning for Image Recognition

Caffe branch for R-FCN

Caffe: a fast framework for deep learning. For the most recent version checkout the dev branch. For the latest stable release checkout the master branch.

Pose Aligned Networks for Deep Attribute Modeling matlab code used for the publication here: http://arxiv.org/abs/1311.5591

Deep feature pyramids for various computer vision algorithms (DPMs, pyramid R-CNN, etc.)