abinjoabraham

taichi_mpm

High-performance moving least squares material point method (MLS-MPM) solver. (ACM Transactions on Graphics, SIGGRAPH 2018)

autodeeplab

AutoDeeplab / auto-deeplab / AutoML for semantic segmentation, implemented in Pytorch

cc

cc

py-img-seg-eval

Evaluation metrics for image segmentation inspired by paper Fully Convolutional Networks for Semantic Segmentation

awesome-data-labeling

A curated list of awesome data labeling tools

flip-coin

show_attend_and_tell.tensorflow

pytorch-yolo-v3

A PyTorch implementation of the YOLO v3 object detection algorithm

drishti

Real time eye tracking for embedded and mobile devices.

Augmentor

Image augmentation library in Python for machine learning.

YOLOv3-Object-Detection-with-OpenCV

This project implements a real-time image and video object detection classifier using pretrained yolov3 models.

tfvos

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

keras-attention

Visualizing RNNs using the attention mechanism

OSVOS-PyTorch

PyTorch implementation of One-Shot Video Object Segmentation (OSVOS)

YOLOw-Keras

YOLOv2 Object Detection w/ Keras (in just 20 lines of code)

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

tiny-dnn

header only, dependency-free deep learning framework in C++14

deep_sort

Simple Online Realtime Tracking with a Deep Association Metric

deep_sort_yolov3

Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow

mmdetection

OpenMMLab Detection Toolbox and Benchmark

rnn_benchmarks

RNN benchmarks of pytorch, tensorflow and theano

probability_cheatsheet

A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.

LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

TCN

Sequence modeling benchmarks and temporal convolutional networks

dlib

A toolkit for making real world machine learning and data analysis applications in C++

char-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

GraphCut

Graph cut image segmentation with custom GUI.

loss-landscape

Code for visualizing the loss landscape of neural nets

Crop-Tool

A Command Line Tool to Crop Images, written in Python