1136 Open Source Deep Neural Networks Software Projects
Free and open source deep neural networks code projects including engines, APIs, generators, and tools.
Machine Learning Tutorials 11776 ⭐
machine learning and deep learning tutorials, articles and other resources
Neural Doodle 9695 ⭐
Turn your two-bit doodles into fine artworks with deep neural networks, generate seamless textures from photos, transfer style from one image to another, perform example-based upscaling, but wait... there's more! (An implementation of Semantic Style Transfer.)
TfJS Core 8510 ⭐
Deep Learning Drizzle 9870 ⭐
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
The Incredible Pytorch 8633 ⭐
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Darkflow 5952 ⭐
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Mnn 6372 ⭐
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Distiller 3800 ⭐
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
Dlwpt Code 3121 ⭐
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Generative_inpainting 2686 ⭐
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Deep Learning In Production 3139 ⭐
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Oneflow Inc Oneflow 2982 ⭐
OneFlow is a performance-centered and open-source deep learning framework.
Pytorch Kaldi 2113 ⭐
pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.
Adversarial Robustness Toolbox 2748 ⭐
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference - Red and Blue Teams
Xmartlabs Bender 1731 ⭐
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
Androidtensorflowmachinelearningexample 1387 ⭐
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Niftynet 1295 ⭐
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Pytorchnlpbook 1626 ⭐
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Noreward Rl 1260 ⭐
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Awesome System For Machine Learning 1520 ⭐
A curated list of research in machine learning systems (MLSys). Paper notes are also provided.
Sockeye 1044 ⭐
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
Detext 1196 ⭐
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Tensorflow_object_counting_API 1067 ⭐
🚀 The TensorFlow Object Counting API is an open source framework built on top of TensorFlow and Keras that makes it easy to develop object counting systems!
Medicaldetectiontoolkit 1081 ⭐
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
Knowledge Distillation Pytorch 1291 ⭐
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
Tenginekit 2142 ⭐
TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks & Yolov5 SDK On Mobile.
Variational Autoencoder 939 ⭐
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Nlpodyssey Spago 1084 ⭐
Self-contained Machine Learning and Natural Language Processing library in Go
Bmw Tensorflow Training Gui 789 ⭐
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.
Adversarial_video_generation 693 ⭐
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
Vosk API 2890 ⭐
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Gans In Action 849 ⭐
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Tiramisu Compiler Tiramisu 777 ⭐
A polyhedral compiler for expressing fast and portable data parallel algorithms
Ffdl 654 ⭐
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
Softlearning 871 ⭐
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
Pair Code Saliency 758 ⭐
Framework-agnostic implementation for state-of-the-art saliency methods (XRAI, BlurIG, SmoothGrad, and more).