953 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 10710 ⭐
machine learning and deep learning tutorials, articles and other resources
Neural Doodle 9468 ⭐
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 8530 ⭐
Deep Learning Drizzle 8493 ⭐
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
Uber Ludwig 7146 ⭐
Ludwig is a toolbox that allows to train and evaluate deep learning models without the need to write code.
The Incredible Pytorch 7425 ⭐
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
Darkflow 5678 ⭐
Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices
Mnn 4695 ⭐
MNN is a blazing fast, lightweight deep learning framework, battle-tested by business-critical use cases in Alibaba
Distiller 3176 ⭐
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller
Dlwpt Code 2125 ⭐
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Generative_inpainting 2112 ⭐
DeepFill v1/v2 with Contextual Attention and Gated Convolution, CVPR 2018, and ICCV 2019 Oral
Deep Learning In Production 1985 ⭐
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Oneflow Inc Oneflow 1873 ⭐
OneFlow is a performance-centered and open-source deep learning framework.
Pytorch Kaldi 1793 ⭐
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 1772 ⭐
Adversarial Robustness Toolbox (ART) - Python Library for Machine Learning Security - Evasion, Poisoning, Extraction, Inference
Xmartlabs Bender 1691 ⭐
Easily craft fast Neural Networks on iOS! Use TensorFlow models. Metal under the hood.
Androidtensorflowmachinelearningexample 1348 ⭐
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Niftynet 1235 ⭐
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Pytorchnlpbook 1220 ⭐
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://nlproc.info
Noreward Rl 1121 ⭐
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Awesome System For Machine Learning 1019 ⭐
A curated list of research in machine learning system. I also summarize some papers if I think they are really interesting.
Sockeye 972 ⭐
Sequence-to-sequence framework with a focus on Neural Machine Translation based on Apache MXNet
Detext 905 ⭐
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Tensorflow_object_counting_API 866 ⭐
🚀 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 831 ⭐
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 826 ⭐
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
Tenginekit 871 ⭐
TengineKit - Free, Fast, Easy, Real-Time Face Detection & Face Landmarks & Face Attributes & Hand Detection & Hand Landmarks & Body Detection & Body Landmarks & Iris Landmarks SDK On Mobile.
Variational Autoencoder 747 ⭐
Variational autoencoder implemented in tensorflow and pytorch (including inverse autoregressive flow)
Nlpodyssey Spago 714 ⭐
spaGO is a beautiful and maintainable machine learning library written in Go designed to support relevant neural network architectures in natural language processing tasks
Bmw Tensorflow Training Gui 682 ⭐
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 650 ⭐
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
Vosk API 770 ⭐
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
Gans In Action 660 ⭐
Companion repository to GANs in Action: Deep learning with Generative Adversarial Networks
Tiramisu Compiler Tiramisu 640 ⭐
A polyhedral compiler for expressing fast and portable data parallel algorithms
Ffdl 620 ⭐
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
Softlearning 632 ⭐
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 592 ⭐
TensorFlow implementation for SmoothGrad, Grad-CAM, Guided backprop, Integrated Gradients and other saliency techniques