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An Open Source Machine Learning Framework for Everyone
Deepfakes Software For All
DeepFaceLab is the leading software for creating deepfakes.
Learn OpenCV : C++ and Python Examples
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
Open standard for machine learning interoperability
pix2code: Generating Code from a Graphical User Interface Screenshot
A paper list of object detection using deep learning.
The Incredible Pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
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.)
Techniques for deep learning with satellite & aerial imagery
An open source library for deep learning end-to-end dialog systems and chatbots.
Synthesizing and manipulating 2048x1024 images with conditional GANs
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
A flexible, high-performance serving system for machine learning models
NanoDet-Plus⚡Super fast and lightweight anchor-free object detection model. 🔥Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone🔥
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Deep Learning In Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
Deep Person Reid
Torchreid: Deep learning person re-identification in PyTorch.
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
LPIPS metric. pip install lpips
PyTorch implementation of Super SloMo by Jiang et al.
JAX-based neural network library
Flops counter for convolutional networks in pytorch framework
PyTorch implementation of TabNet paper : https://arxiv.org/pdf/1908.07442.pdf
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.
Multi-Task Deep Neural Networks for Natural Language Understanding
Deep Learning Time Series
List of papers, code and experiments using deep learning for time series forecasting
Scalable and user friendly neural :brain: forecasting algorithms.
Deep neural network to extract intelligent information from invoice documents.
Learning Chinese Character style with conditional GAN
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
Tensorflow implementation of DeepFM for CTR prediction.
Top Deep Learning
Top 200 deep learning Github repositories sorted by the number of stars.
Deep Head Pose
🔥🔥 Deep Learning Head Pose Estimation using PyTorch.
Andrew Ng Notes
This is Andrew NG Coursera Handwritten Notes.
High Quality Monocular Depth Estimation via Transfer Learning
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
Opencv4.0 with python (English&中文)， and will keep the update ! 👊
Deep Learning Toolkit for Medical Image Analysis
Dl 4 Tsc
Deep Learning for Time Series Classification
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
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.
Tensorflow Backend for ONNX
Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
[unmaintained] An open-source convolutional neural networks platform for research in medical image analysis and image-guided therapy
Speech Emotion Analyzer
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.
GNES is Generic Neural Elastic Search, a cloud-native semantic search system based on deep neural network.
Python Library for Model Interpretation/Explanations
🚀 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!
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
A pytorch adversarial library for attack and defense methods on images and graphs
Awesome Colab Notebooks
Collection of google colaboratory notebooks for fast and easy experiments
Bmw Tensorflow Training Gui
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.
A PyTorch library and evaluation platform for end-to-end compression research
Implementation of Quickdraw - an online game developed by Google
Descriptive Deep Learning
Emotion Recognition Neural Networks
Emotion recognition using DNN with tensorflow
A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)
Data compression in TensorFlow
NeuPy is a Tensorflow based python library for prototyping and building neural networks
A TensorFlow Implementation of "Deep Multi-Scale Video Prediction Beyond Mean Square Error" by Mathieu, Couprie & LeCun.
Fabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
Ml Kws For Mcu
Keyword spotting on Arm Cortex-M Microcontrollers
Visualizing RNNs using the attention mechanism
🚘 "MORE THAN VEHICLE COUNTING!" This project provides prediction for speed, color and size of the vehicles with TensorFlow Object Counting API.
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
The framework to deal with ctr problem。The project contains FNN,PNN,DEEPFM, NFM etc
Model Zoo for Intel® Architecture: contains Intel optimizations for running deep learning workloads on Intel® Xeon® Scalable processors
Speech Enhancement Generative Adversarial Network in TensorFlow
Understanding Convolution for Semantic Segmentation
Neural network-based singing voice synthesis library for research
Speech To Text Benchmark
speech to text benchmark framework
A TensorFlow Keras implementation of "Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts" (KDD 2018)
Named Entity Recognition using multilayered bidirectional LSTM
Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018
Cnn Facial Landmark
Training code for facial landmark detection based on deep convolutional neural network.
The GitHub repository for the paper: “Time Series is a Special Sequence: Forecasting with Sample Convolution and Interaction“. (NeurIPS 2022)
Predictive Maintenance Using Lstm
Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.
A New Optimization Technique for Deep Neural Networks
Code for paper "Synthesizing the preferred inputs for neurons in neural networks via deep generator networks"
Real Time Gesrec
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
Python script for illustrating Convolutional Neural Networks (CNN) using Keras-like model definitions
Detect the programming language of a source code
OpenChem: Deep Learning toolkit for Computational Chemistry and Drug Design Research
Trending Deep Learning
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Medical image registration using deep learning
基于OpenCV4.0 C++/Python SDK的案例代码演示程序与效果图像
PyTorch implementation of the YOLO (You Only Look Once) v2
Implementation of SqueezeSeg, convolutional neural networks for LiDAR point clout segmentation
RMDL: Random Multimodel Deep Learning for Classification
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