793 Open Source Deeplearning Software Projects
Free and open source deeplearning code projects including engines, APIs, generators, and tools.
Apachecn Ailearning 32609 ⭐
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
Eclipse Deeplearning4j 12338 ⭐
Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.
Airsim 12650 ⭐
Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
Machine Learning Tutorials 11776 ⭐
machine learning and deep learning tutorials, articles and other resources
Deep Learning With Tensorflow Book 12183 ⭐
深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.
Mit Deep Learning Book Pdf 9949 ⭐
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
Mit Deep Learning 8971 ⭐
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Vrn 4396 ⭐
:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"
Tensorwatch 3202 ⭐
Debugging, monitoring and visualization for Python Machine Learning and Data Science
T81_558_deep_learning 4260 ⭐
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Nlp Architect 2785 ⭐
A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks
Tensorflow Internals 2691 ⭐
It is open source ebook about TensorFlow kernel and implementation mechanism.
Allegroai Trains 2955 ⭐
ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management
Androidtensorflowmachinelearningexample 1387 ⭐
Android TensorFlow MachineLearning Example (Building TensorFlow for Android)
Openbot 2055 ⭐
OpenBot leverages smartphones as brains for low-cost robots. We have designed a small electric vehicle that costs about $50 and serves as a robot body. Our software stack for Android smartphones supports advanced robotics workloads such as person following and real-time autonomous navigation.
Pwc Net 1311 ⭐
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume, CVPR 2018 (Oral)
Dface 1061 ⭐
Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)
Twitter Sentiment Analysis 1158 ⭐
Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.
Basic_reinforcement_learning 900 ⭐
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
Switchable Normalization 829 ⭐
Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779
Autodl 935 ⭐
Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
2d And 3D Face Alignment 836 ⭐
This repository implements a demo of the networks described in "How far are we from solving the 2D & 3D Face Alignment problem? (and a dataset of 230,000 3D facial landmarks)" paper.
Nlpodyssey Spago 1084 ⭐
Self-contained Machine Learning and Natural Language Processing library in Go
Ai Series 714 ⭐
:books: [.md & .ipynb] Series of Artificial Intelligence & Deep Learning, including Mathematics Fundamentals, Python Practices, NLP Application, etc. 💫 人工智能与深度学习实战，数理统计篇 | 机器学习篇 | 深度学习篇 | 自然语言处理篇 | 工具实践 Scikit & Tensoflow & PyTorch 篇 | 行业应用 & 课程笔记
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.
Awesome Fashion Ai 898 ⭐
A repository to curate and summarise research papers related to fashion and e-commerce
Ffdl 654 ⭐
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
Joker316701882 Deep Image Matting 627 ⭐
This is tensorflow implementation for paper "Deep Image Matting"
Recommendersystem Paper 662 ⭐
This repository includes some papers that I have read or which I think may be very interesting.
The Nlp Pandect 1665 ⭐
A comprehensive reference for all topics related to Natural Language Processing
Convcrf 539 ⭐
This repository contains the reference implementation for our proposed Convolutional CRFs.
Bmw Yolov4 Training Automation 591 ⭐
This repository allows you to get started with training a state-of-the-art Deep Learning model with little to no configuration needed! You provide your labeled dataset or label your dataset using our BMW-LabelTool-Lite and you can start the training right away and monitor it in many different ways like TensorBoard or a custom REST API and GUI. NoCode training with YOLOv4 and YOLOV3 has never been so easy.
Openvino Yolov3 533 ⭐
YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO
Additive Margin Softmax 474 ⭐
This is the implementation of paper <Additive Margin Softmax for Face Verification>
Songdejia East 517 ⭐
This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.
Liteflownet 504 ⭐
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)
Androidtensorflowmnistexample 451 ⭐
Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)
Loretoparisi Capsnet 424 ⭐
CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art
Midas 1333 ⭐
Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2020"
Tools To Design Or Visualize Architecture Of Neural Network 2379 ⭐
Tools to Design or Visualize Architecture of Neural Network
Salient Object Detection 411 ⭐
This is tensorflow implementation for cvpr2017 paper "Deeply Supervised Salient Object Detection with Short Connections"
Jinfagang Alfred 556 ⭐
alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046
Leemengtaiwan Deep Learning Resources 504 ⭐
由淺入深的深度學習資源 Collection of deep learning materials for everyone
Action Recognition Visual Attention 354 ⭐
Action recognition using soft attention based deep recurrent neural networks
Ner Lstm Crf 341 ⭐
An easy-to-use named entity recognition (NER) toolkit, implemented the Bi-LSTM+CRF model in tensorflow.
Contrastive Unpaired Translation 1321 ⭐
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
Pytorch Tutorials Examples And Books 412 ⭐
PyTorch1.x tutorials, examples and some books I found 【不定期更新】整理的PyTorch 1.x 最新版教程、例子和书籍
Mobilenet Ssd Realsense 340 ⭐
[High Performance / MAX 30 FPS] RaspberryPi3(RaspberryPi/Raspbian Stretch) or Ubuntu + Multi Neural Compute Stick(NCS/NCS2) + RealSense D435(or USB Camera or PiCamera) + MobileNet-SSD(MobileNetSSD) + Background Multi-transparent(Simple multi-class segmentation) + FaceDetection + MultiGraph + MultiProcessing + MultiClustering
Text_summurization_abstractive_methods 419 ⭐
Multiple implementations for abstractive text summurization , using google colab
Guanshuicheng Invoice 1004 ⭐