890 Open source projects that are alternatives of or similar to Sign Language Gesture Recognition

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

PyTorch tutorial for learners

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.

A collection of UNet and hybrid architectures in PyTorch for 2D and 3D Biomedical Image segmentation

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

All about Neural Networks!

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

BasicOCR是一个致力于解决自然场景文字识别算法研究的项目。该项目由长城数字大数据应用技术研究院佟派AI团队发起和维护。

Natural Language Processing with TensorFlow, published by Packt

CNN, LSTM, NBOW, fasttext 中文文本分类

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Efficient, transparent deep learning in hundreds of lines of code.

使用Theano实现的一些RNN代码，包括最基本的RNN，LSTM，以及部分Attention模型，如论文MLSTM等

The Official Deep Learning Framework for Route-based Place Recognition

SleepEEGNet: Automated Sleep Stage Scoring with Sequence to Sequence Deep Learning Approach

Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Char-level RNN LSTM text generator📄.

End-to-end variable length Captcha recognition using CNN+RNN+Attention/CTC (pytorch implementation). 端到端的不定长验证码识别

Sarcasm detection on tweets using neural network

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

The deeplearning algorithms implemented by tensorflow

Implementation of the paper - Generative Recurrent Networks for De Novo Drug Design.

copper price(time series) prediction using bpnn and lstm

A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch. Based on code of https://github.com/karpathy/char-rnn. Support Chinese and other things.

My Attempt(s) In The World Of ML/DL....

Datasets, tools, and benchmarks for representation learning of code.

A recurrent attention module consisting of an LSTM cell which can query its own past cell states by the means of windowed multi-head attention. The formulas are derived from the BN-LSTM and the Transformer Network. The LARNN cell with attention can be easily used inside a loop on the cell state, just like any other RNN. (LARNN)

Haste: a fast, simple, and open RNN library

All my experiments with AI and ML

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

PyTorch implementations of LSTM Variants (Dropout + Layer Norm)

RNN and general weights, gradients, & activations visualization in Keras & TensorFlow

A cute multi-layer LSTM that can perform like a human 🎶

Word Embedding + LSTM + FC

lidc nodule detection with CNN and LSTM network

NN based lossless compression

Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Scripts and tools to easily communicate with DeepGTAV. In the future a self-driving agent will be implemented.

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传模型，可直接运行，跑不起来直播吃键盘。

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

基于RNN生成古诗

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

TensorFlow template application for deep learning

Chinese Poetry Generation

convolutional lstm implementation in pytorch

PyTorch implementation of Full Resolution Image Compression with Recurrent Neural Networks

A Bitcoin trade robot based on Tensorflow LSTM model.Just for fun.

코딩셰프의 3분 딥러닝, 케라스맛