Top 738 deep-neural-networks open source projects

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

Various ML/DL Resources organised at a single place.

The project surveys 16+ Natural Language Processing (NLP) research papers that propose novel Deep Neural Network Models for Text Classification, based on Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN). It also implements each of the models using Tensorflow and Keras.

Latex code for making neural networks diagrams

Asynchronous Distributed Hyperparameter Optimization.

Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).

Distributed Keras Engine, Make Keras faster with only one line of code.

How to use TensorFlow

This is Andrew NG Coursera Handwritten Notes.

Code for our NeurIPS 2019 *spotlight* "Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers"

This is a repository for an nocode object detection inference API using the Yolov4 and Yolov3 Opencv.

Effective Video Augmentation Techniques for Training Convolutional Neural Networks

List of articles related to deep learning applied to music

最全的中文版深度学习资源索引，包括论文，慕课，开源框架，数据集等等

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

Deep Learning Library. For education. Based on pure Numpy. Support CNN, RNN, LSTM, GRU etc.

Speaker independent emotion recognition

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)

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.

NVIDIA DeepStream SDK 5.1 configuration for YOLO models

Theano Implementation of DMN+ (Improved Dynamic Memory Networks) from the paper by Xiong, Merity, & Socher at MetaMind, http://arxiv.org/abs/1603.01417 (Dynamic Memory Networks for Visual and Textual Question Answering)

Archived - not answering issues

Caffe2 implementation of Open Neural Network Exchange (ONNX)

Batch normalization fusion for PyTorch

Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)

Deep Learning with TensorFlow by Packt

Deep Object Tracking Implementation in Tensorflow for 'Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning(CVPR 2017)'

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Detect the programming language of a source code

Learn applied deep learning from zero to deployment using TensorFlow 1.8+

A Compositional Object-Based Approach to Learning Physical Dynamics

A sign language interpreter using live video feed from the camera.

A curated list of the latest breakthroughs in AI by release date with a clear video explanation, link to a more in-depth article, and code

Udacity Self-Driving Car Engineer Nanodegree projects.

Learning Chinese Character style with conditional GAN

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

aw_nas: A Modularized and Extensible NAS Framework

Multi-style Generative Network for Real-time Transfer

Keras implementation of CycleGAN using a tensorflow backend.

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

The Fastest DNN Running Framework on Web Browser

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

repo that holds code for improving on dropout using Stochastic Delta Rule

Code for the paper Benchmark Analysis of Representative Deep Neural Network Architectures

The first public PyTorch implementation of Attentive Recurrent Comparators

Page to PAGE Layout Analysis Tool

Video embeddings for retrieval with natural language queries

Code for the paper "Learning Differential Equations that are Easy to Solve"

An Engine-Agnostic Deep Learning Framework in Java

pix2code: Generating Code from a Graphical User Interface Screenshot

machine learning and deep learning tutorials, articles and other resources

A curated list of awesome deep learning applications in the field of neurological image analysis

Hand-gesture recognition on iOS app using CoreML

Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.

This repository contains the code of LiviaNET, a 3D fully convolutional neural network that was employed in our work: "3D fully convolutional networks for subcortical segmentation in MRI: A large-scale study"

SHAInet - a pure Crystal machine learning library

深度学习论文阅读路线图

StarNet