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algorithms

Bug-tracking for Jeff's algorithms book, notes, etc.

anakin

apollo

An open autonomous driving platform

awesome-public-datasets

A topic-centric list of high-quality open datasets in public domains. By everyone, for everyone!

book

Deep Learning 101 with PaddlePaddle

bytom

Official Go implementation of the Bytom protocol

caffe

Caffe: a fast open framework for deep learning.

cnn-benchmarks

Benchmarks for popular CNN models

convnet

Convolutional Neural Networks for Matlab for classification and segmentation, including Invariang Backpropagation (IBP) and Adversarial Training (AT) algorithms. Trained on GPU, require cuDNN v5.

convnet-burden

Memory consumption and FLOP count estimates for convnets

cub

CUB is a flexible library of cooperative threadblock primitives and other utilities for CUDA kernel programming.

cuda-winograd

Fast CUDA Kernels for ResNet Inference.

cudasift

A CUDA implementation of SIFT for NVidia GPUs (1.2 ms on a GTX 1060)

cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

darknet

Windows and Linux version of Darknet Yolo v2 & v3 Neural Networks for object detection

dataset

Open RadioML Synthetic Benchmark Dataset

deep_architecture_genealogy

Deep Learning Architecture Genealogy Project

deepbench

Benchmarking Deep Learning operations on different hardware

deepfacelab

DeepFaceLab is a tool that utilizes deep learning to recognize and swap faces in pictures and videos. Includes prebuilt ready to work standalone Windows 7,8,10 binary (look readme.md).

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research.

fastmaskrcnn

Mask RCNN in TensorFlow

feathercnn

FeatherCNN is a high performance inference engine for convolutional neural networks.

fmm

Fast map matching, an open source framework in C++

github-cheat-sheet

A list of cool features of Git and GitHub.

gmsl_driver_multiple

Nvidia Driveworks sample drivenet&lanenet combined as a ros node

image_pipeline

An image processing pipeline for ROS.

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and Jetson TX1/TX2.

lidar_ai_solution

A project demonstrating Lidar related AI solutions, including three GPU accelerated Lidar/camera DL networks (PointPillars, CenterPoint, BEVFusion) and the related libs (cuPCL, 3D SparseConvolution, YUV2RGB, cuOSD,).