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blitznet

Deep neural network for object detection and semantic segmentation in real-time. Official code for the paper "BlitzNet: A Real-Time Deep Network for Scene Understanding"

caffe

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.

centernet

Object detection, 3D detection, and pose estimation using center point detection:

code

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.

cxxnet

CXXNET, yet another neural network toolkit

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

densenetcaffe

Caffe code for Densely Connected Convolutional Networks (DenseNets)

espnetv2

A light-weight, power efficient, and general purpose convolutional neural network

icnet

ICNet for Real-Time Semantic Segmentation on High-Resolution Images

icnet-tensorflow

An implementation of ICNet (Real-time image segmentation) in tensorflow, containing train/test phase

jorder-e-deep-image-deraining-tpami-2019-journal

kaggle-galaxies

Winning solution for the Galaxy Challenge on Kaggle (http://www.kaggle.com/c/galaxy-zoo-the-galaxy-challenge)

kaggle-ndsb

Winning solution for the National Data Science Bowl competition on Kaggle (plankton classification)

mask_rcnn

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

matconvnet

MatConvNet: CNNs for MATLAB

medal

Matlab Environment for Deep Architecture Learning

opencv

OpenCV GitHub Mirror

openpilot

https://www.patreon.com/kegman - buy me a beer! - Please see README.md below. New! Dynamic Steer Ratio for stronger turns and smoother straights - New! Long tuning in live tuner. New! Toggle curve slowdown - New! PI Tuning for base branch - Stop logging if freespace < 18% - Primitive steer tuning (Gernby branch) - New! @perpetuoviator dev UI with brake light icons by @berno22 - JSON config file. Remember last distance setting (Honda only for now). OTA Updates w/ opt-out. Added 4th bar and changed distance intervals and improved braking. Reduced lane widths - GMs and Hondas - Display km/h in ACC HUD - Kill vid uploader when car running - Increase brightness - Battery Limit Charging - Tuned braking < 70kph - Pedal users: Fixed Grinding sound (Pilot) & smoother accel from stop. - Dev UI - Gernby's steering. LKAS button toggles steering. Follow distance.

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, and hands estimation

pylearn

A Machine Learning library based on Theano

pytorch-semantic-segmentation

PyTorch for Semantic Segmentation

rain-removal

raindetectionandremoval

Joint Rain Detection and Removal from a Single Image

retinanet

Focal loss for Dense Object Detection

semi-supervised-irr

Semi-supervised Transfer Learning for Image Rain Removal. In CVPR 2019.

tensorflow-segnet

Implement slightly different caffe-segnet in tensorflow

tensorpack

A Neural Net Training Interface on TensorFlow

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference.

theano

Optimizing GPU-meta-programming code generating array oriented optimizing math compiler in Python