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152 search results found

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Alpha Zero General ⭐ 3,497

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

Generators With Stylegan2 ⭐ 2,032

Here is a series of face generators based on StyleGAN2

Tensorflow Tutorial ⭐ 1,983

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

Haskell ⭐ 1,540

Haskell bindings for TensorFlow

Jetson Containers ⭐ 1,388

Machine Learning Containers for NVIDIA Jetson and JetPack-L4T

Dl Colab Notebooks ⭐ 1,314

Try out deep learning models online on Google Colab

Autopilot Tensorflow ⭐ 1,236

A TensorFlow implementation of this Nvidia paper: https://arxiv.org/pdf/1604.07316.pdf with some changes

Bmw Tensorflow Training Gui ⭐ 954

This repository allows you to get started with a gui based training a State-of-the-art Deep Learning model with little to no configuration needed! NoCode training with TensorFlow has never been so easy.

Pconv Keras ⭐ 868

Unofficial implementation of "Image Inpainting for Irregular Holes Using Partial Convolutions". Try at: www.fixmyphoto.ai

Deepdrive ⭐ 845

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

Redisai ⭐ 799

A Redis module for serving tensors and executing deep learning graphs

Tf Coriander ⭐ 775

OpenCL 1.2 implementation for Tensorflow

Tensorflow ⭐ 763

An Open Source Machine Learning Framework for Everyone

Runtime ⭐ 742

A performant and modular runtime for TensorFlow

Tensorflow_cc ⭐ 728

Build and install TensorFlow C++ API library.

Tensorrt ⭐ 717

TensorFlow/TensorRT integration

Tf_trt_models ⭐ 679

TensorFlow models accelerated with NVIDIA TensorRT

Ultimatealpr Sdk ⭐ 550

World's fastest ANPR / ALPR implementation for CPUs, GPUs, VPUs and NPUs using deep learning (Tensorflow, Tensorflow lite, TensorRT, OpenVX, OpenVINO). Multi-Charset (Latin, Korean, Chinese) & Multi-OS (Jetson, Android, Raspberry Pi, Linux, Windows) & Multi-Arch (ARM, x86).

All-in-one AI container for rapid prototyping

Fast implementation of BERT inference directly on NVIDIA (CUDA, CUBLAS) and Intel MKL

Profiler ⭐ 337

A profiling and performance analysis tool for TensorFlow

Multi-View 3D Object Detection Network for Autonomous Driving

Bmw Tensorflow Inference Api Gpu ⭐ 310

This is a repository for an object detection inference API using the Tensorflow framework.

Tensorflow Gpu Install Ubuntu 16.04 ⭐ 296

Tensorflow GPU install instructions for ubuntu 16.04 - Deep learning

DIRT: a fast differentiable renderer for TensorFlow

Cherry Autonomous Racecar ⭐ 279

Implementation of the CNN from End to End Learning for Self-Driving Cars on a Nvidia Jetson TX1 using Tensorflow and ROS

Bonnet: An Open-Source Training and Deployment Framework for Semantic Segmentation in Robotics.

Segmentation ⭐ 236

TensorFlow implementation of ENet, trained on the Cityscapes dataset.

Tensorflow Nvjetson ⭐ 202

TensorFlow for NVIDIA Jetson, also include patch and script for building.

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Deeppicar ⭐ 176

Deep Learning Autonomous Car based on Raspberry Pi, SunFounder PiCar-V Kit, TensorFlow, and Google's EdgeTPU Co-Processor

Mtcnn_facenet_cpp_tensorrt ⭐ 168

Face Recognition on NVIDIA Jetson (Nano) using TensorRT

2d_detection ⭐ 131

TensorFlow implementation of SqueezeDet, trained on the KITTI dataset.

Dlcookbook Dlbs ⭐ 120

Deep Learning Benchmarking Suite

Cuda_tensorflow_opencv ⭐ 105

DockerFile with GPU support for TensorFlow and OpenCV

Helmut Hoffer von Ankershoffen experimenting with arm64 based NVIDIA Jetson (Nano and AGX Xavier) edge devices running Kubernetes (K8s) for machine learning (ML) including Jupyter Notebooks, TensorFlow Training and TensorFlow Serving using CUDA for smart IoT.

Finbert ⭐ 101

BERT for Finance : UC Berkeley MIDS w266 Final Project

Tensorflow Gpu Macosx ⭐ 99

Unoffcial NVIDIA CUDA GPU support version of Google Tensorflow for MAC OSX

Inpainting Gmcnn Keras ⭐ 87

Keras implementation of "Image Inpainting via Generative Multi-column Convolutional Neural Networks" paper published at NIPS 2018

Arch Data Science ⭐ 83

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

Installtensorflowjetsontx ⭐ 81

Install TensorFlow on the NVIDIA Jetson TX1 or TX2 from the provided wheel files

Python Machine Learning Docker ⭐ 77

Docker image with Python 3.6 and 3.7 using Conda, with CUDA variants. To serve as base image for Machine Learning projects.

Tutorial Ubuntu 18.04 Install Nvidia Driver And Cuda And Cudnn And Build Tensorflow For Gpu ⭐ 71

Ubuntu 18.04 How to install Nvidia driver + CUDA + CUDNN + build tensorflow for gpu step by step command line

Nvtx Plugins ⭐ 67

Python bindings for NVTX

Uvicorn Gunicorn Machine Learning Docker ⭐ 62

Docker image for high-performance Machine Learning web applications. With Uvicorn managed by Gunicorn in Python 3.7 and 3.6, using Conda, with CUDA and TensorFlow variants.

Ue4 Runtime ⭐ 62

Container images for running packaged Unreal Engine projects via the NVIDIA Container Toolkit

Intrusion Detection System Using Deep Learning ⭐ 60

VGG-19 deep learning model trained using ISCX 2012 IDS Dataset

点云深度学习框架 | Point cloud Deep learning Framework

Kerastotensorrt ⭐ 55

This is a simple demonstration for running Keras model model on Tensorflow with TensorRT integration(TFTRT) or on TensorRT directly without invoking "freeze_graph.py".

Nvidia Docker Keras ⭐ 54

Workflow that shows how to train neural networks on EC2 instances with GPU support and compares training times to CPUs

Train_ssd_mobilenet ⭐ 52

Train ssd_mobilenet of the Tensorflow Object Detection API with your own data.

Computer Vision And Deep Learning Setup ⭐ 49

Tutorial on how to setup your system with a NVIDIA GPU and to install Deep Learning Frameworks like TensorFlow, Darknet for YOLO, Theano, and Keras; OpenCV; and NVIDIA drivers, CUDA, and cuDNN libraries on Ubuntu 16.04, 17.10 and 18.04.

Keras Tensorrt Jetson ⭐ 47

Example of loading a Keras model into TensorRT C++ API

Easyquake ⭐ 45

Simplified machine-learning driven earthquake detection, location, and analysis.

This repository contains a docker image that I use to develop my artificial intelligence applications in an uncomplicated fashion. Python, TensorFlow, PyTorch, ONNX, Keras, OpenCV, TensorRT, Numpy, Jupyter notebook... 🐋🔥

Deep_docker ⭐ 43

A Minimalist Guide ⭐ 39

Walkthroughs for DSL, AirSim, the Vector Institute, and more

Tensorflow Example Java ⭐ 39

This is a Tensorflow Java example application what uses YOLOv2 model and Gradle for build and dependency management.

Training A Custom Tensorflow 2.x Object Detector ⭐ 38

Learn how to train a TensorFlow Custom Object Detector with TensorFlow-GPU

Tf_openailab_gpu_docker ⭐ 36

Waveglow Tensorflow ⭐ 35

Tensorflow implementation of Nvidia Waveglow

Deepmodels ⭐ 33

TensorFlow Implementation of state-of-the-art models since 2012

Stgan Wo ⭐ 33

Implementation of STGAN-WO

Deep Rl Docker ⭐ 32

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

Installing Tensorflow With Gpu ⭐ 31

Guide to installing Tensorflow with NVIDIA GPU. Use of GPU for compute only. Tested with GTX 1080 TI. Fixes login loop problem.

Ai Dungeonmaster ⭐ 31

Ubuntu Deep Learning Environment Setup ⭐ 31

Guide to installing Tensorflow with NVIDIA GPU and Deep learning enviroment - Nvidia Drivers/cuda/cuDNN/tensorflow-gpu/中文文档

Notebooks ⭐ 30

A docker-based starter kit for machine learning via jupyter notebooks. Designed for those who just want a runtime environment and get on with machine learning. Docker tags:

Deep Learning Keras Tensorflow Pycon Israel 2017 ⭐ 28

Long live PyCon Israel!

Deep Learning Studio is a GUI based deep learning platform for designing, training and evaluating artificial neural networks without programming skills.

Ssd_head_keras ⭐ 28

SSD-based head detector for Keras

Question and Answering Model with TensorFlow

Pix2pix Keras Tensorflow ⭐ 27

Pycon Sg19 Tensorflow Tutorial ⭐ 27

PyCon SG 2019 Tutorial: Optimizing TensorFlow Performance

Bisenet Tensorflow ⭐ 27

A re-implement of bisenet by tensorflow

Ubuntu For Robotics ⭐ 27

This repository is for setting-up cuda-9/8, nvidia-396/387/384 driver, OpenCV-3.3, ROS Kinetic, Tensorflow-1.11/1.7/1.4/1.2.1, Pytorch-0.4

Nvidia Deepstreamsdk ⭐ 26

NVIDIA DeepStream SDK

Docker Ros X11 ⭐ 24

A docker environment with ROS, Gazebo, X11 and Tensorflow

Distributeddeeplearning ⭐ 24

Distributed Deep Learning using AzureML

Speech Recognition Experiments ⭐ 24

Experiments to test different speech recognition systems for SEPIA Framework

An End-to-end LSTM deep learning model to predict FX rate and then use it in an algorithmic trading bot

Netdef Docker ⭐ 22

DispNet3, FlowNet3, FlowNetH, SceneFlowNet -- in Docker

Nvidia_tx_utils ⭐ 22

Scripts and installation tips for Jetson TX1 and TX2 embedded GPU devices. Scripts for installing Tensorflow, PyTorch, ROS etc.

Cartwheel_train ⭐ 21

NetVLAD based weakly supervised learning whole image descriptor with street view data

Maskrcnn_tensorflow_docker ⭐ 20

MaskRCNN + Tensorflow + Docker

Docker Jupyter Keras Tools ⭐ 20

Dockerized version of Jupyter with installed Keras, TensorFlow, Theano, etc

Gpu Jupyterhub ⭐ 20

Setting up a Jupyterhub Dockercontainer to spawn Jupyter Notebooks with GPU support (containing Tensorflow, Pytorch and Keras)

Deep Learning ⭐ 19

It contains the coursework and the practice I have done while learning Deep Learning.🚀 👨‍💻💥 🚩🌈

Yolo_with_nvidia_jetson_tx2 ⭐ 19

Using Deep Learning techniques with YOLO object Detection algorithm using tensorflow.

Deep Learning Gpu Env ⭐ 18

keras2+tensorflow+jupyter+flask+openslide+node+npm

Packaging for NVIDIA's CUDA Toolkit

Tensorrt_l2norm_helper ⭐ 18

TensorRT plugin that allows to use tf.nn.l2_normalize

Nixos Nvidia Cuda Python Docker Compose ⭐ 18

A step-by-step guide to setting up Nvidia GPUs with CUDA support running on Docker (and Compose) containers on NixOS host

Behavioralcloning For Self Driving Keras ⭐ 17

Keras/Tensorflow Implementation of `End-to-End Learning for self-driving car (Nvidia)`. Spatial factorization is additionally implemented to reduce network size.

Tensorflow Builds ⭐ 16

Tensorflow binaries and Docker images compiled with GPU support and CPU optimizations.

Opticnet 71 ⭐ 16

[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images

Aime Ml Containers ⭐ 16

AIME machine learning container management system

Ml Ami Builder ⭐ 15

Packer scripts to build nvidia-enabled AMIs

Dlhardware ⭐ 15

Overview of hardware for deep learning

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