Top 449 deeplearning open source projects

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Computer code collated for use with Artificial Intelligence Engines book by JV Stone

Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft

TensorFlow TransFormer🍔

PyTorch Implementation of DCGAN trained on the CelebA dataset.

Take further steps in the arms race of adversarial examples with only preprocessing.

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

Service Classification based on Service Description

A web application showcasing image recognition using deep learning with Cortex. See it in action at https://deeplearning.magnet.coop/

A uniform interface to run deep learning models from multiple frameworks

Self-contained Machine Learning and Natural Language Processing library in Go

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]

The code for paper 'DeepcomplexMRI: Exploiting deep residual network for fast parallel MR imaging with complex convolution'

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

Implementation of Quickdraw - an online game developed by Google

Code for Switchable Normalization from "Differentiable Learning-to-Normalize via Switchable Normalization", https://arxiv.org/abs/1806.10779

A repository to curate and summarise research papers related to fashion and e-commerce

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.

Deeplearning Algorithms Tutorial

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.

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"

📚 [.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

DeepFaceLab is the leading software for creating deepfakes.

でぃーぷらーにんぐを無限にやってディープラーニングでDeepLearningするための実装CheatSheet

NeuPy is a Tensorflow based python library for prototyping and building neural networks

Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes

A general-purpose encoder-decoder framework for Tensorflow

deeplearning.ai , By Andrew Ng, All video link

This repository includes some papers that I have read or which I think may be very interesting.

深度学习笔记

This is tensorflow implementation for paper "Deep Image Matting"

Free Offline OCR 离线的中文文本检测+识别SDK

Reversi reinforcement learning by AlphaGo Zero methods.

The implementation of DeBERTa

深度学习入门教程, 优秀文章, Deep Learning Tutorial

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.

This repository contains the reference implementation for our proposed Convolutional CRFs.

YoloV3/tiny-YoloV3+RaspberryPi3/Ubuntu LaptopPC+NCS/NCS2+USB Camera+Python+OpenVINO

This repositary is a combination of different resources lying scattered all over the internet. The reason for making such an repositary is to combine all the valuable resources in a sequential manner, so that it helps every beginners who are in a search of free and structured learning resource for Data Science. For Constant Updates Follow me in …

NLP Paper

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

Tree LSTM implementation in PyTorch

Lab Materials for MIT 6.S191: Introduction to Deep Learning

LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation, CVPR 2018 (Spotlight paper, 6.6%)

👨 Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

This is the implementation of paper <Additive Margin Softmax for Face Verification>

alfred-py: A deep learning utility library for **human**, more detail about the usage of lib to: https://zhuanlan.zhihu.com/p/341446046

PyTorch Tutorial (1.7)

Android TensorFlow MachineLearning MNIST Example (Building Model with TensorFlow for Android)

A one-stop repository for low-code easily-installable object detection pipelines.

The open and extensible integrated development environment (IDE) for computer vision with built-in modules for model building, automated labeling, data processing, model training, hyperparameter tuning and workflow orchestration.

由淺入深的深度學習資源 Collection of deep learning materials for everyone

CapsNet (Capsules Net) in Geoffrey E Hinton paper "Dynamic Routing Between Capsules" - State Of the Art

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

Gorgonia is a library that helps facilitate machine learning in Go.

深度学习工程师生存指南