The SpeechBrain project aims to build a novel speech toolkit fully based on PyTorch. With SpeechBrain users can easily create speech processing systems, ranging from speech recognition (both HMM/DNN and end-to-end), speaker recognition, speech enhancement, speech separation, multi-microphone speech processing, and many others.

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Kerasdeepspeech

A Keras CTC implementation of Baidu's DeepSpeech for model experimentation

✭ 245

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Nlp Architect

A model library for exploring state-of-the-art deep learning topologies and techniques for optimizing Natural Language Processing neural networks

✭ 2,768

python Jupyter Notebook perl javascript CSS Makefile deep-learning pytorch tensorflow nlp deeplearning nlu quantization transformers bert dynet

Segan pytorch

Speech Enhancement Generative Adversarial Network in PyTorch

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python pytorch neural-network deeplearning gans

Multirunner

This is a python package for multi-process running.

✭ 242

python deeplearning multiprocessing

Gordon cnn

A small convolution neural network deep learning framework implemented in c++.

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Udemy derinogrenmeyegiris

Udemy Derin Öğrenmeye Giriş Kursunun Uygulamaları ve Daha Fazlası

✭ 239

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Hierarchical Attention Networks Pytorch

Hierarchical Attention Networks for document classification

✭ 239

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Learningdl

三个月教你从零入门深度学习Tensorflow版配套代码

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Tensorflow Internals

It is open source ebook about TensorFlow kernel and implementation mechanism.

✭ 2,683

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Bmw Yolov4 Inference Api Gpu

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

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Datascience

Curated list of Python resources for data science.

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Retinaface

The remake of the https://github.com/biubug6/Pytorch_Retinaface

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python pytorch object-detection deeplearning face-detection

Deep Learning In Production

Develop production ready deep learning code, deploy it and scale it

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Deeplearning cv notes

📓 deepleaning and cv notes.

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python matlab jupyter-notebook tensorflow opencv deeplearning numpy scikit-learn matplotlib

Bert Attributeextraction

USING BERT FOR Attribute Extraction in KnowledgeGraph. fine-tuning and feature extraction. 使用基于bert的微调和特征提取方法来进行知识图谱百度百科人物词条属性抽取。

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python nlp ai deeplearning knowledge-graph feature-extraction relation-extraction

Deepfashion

Apparel detection using deep learning

✭ 223

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My Awesome Ai Bookmarks

Curated list of my reads, implementations and core concepts of Artificial Intelligence, Deep Learning, Machine Learning by best folk in the world.

✭ 223

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Pytorch cifar10

Pretrained TorchVision models on CIFAR10 dataset (with weights)

✭ 219

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Develop Source

Open source for developer.(开发资源整理：Java，Android，算法，iOS，MacOS等等)

✭ 219

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Cartoonize

A demo webapp to convert images and videos into cartoon!

✭ 215

python demo deeplearning webapp gans

Paddlehelix

Bio-Computing Platform featuring Large-Scale Representation Learning and Multi-Task Deep Learning “螺旋桨”生物计算工具集

✭ 213

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Text Classification

Text Classification through CNN, RNN & HAN using Keras

✭ 216

python jupyter-notebook machine-learning neural-network artificial-intelligence deeplearning text-classification

Trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

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Stereo From Mono

[ECCV 2020] Learning stereo from single images using monocular depth estimation networks

✭ 210

python deep-learning deeplearning

Kochat

Opensource Korean chatbot framework

✭ 204

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Netron

Visualizer for neural network, deep learning, and machine learning models

✭ 17,193

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Learnopencv

Learn OpenCV : C++ and Python Examples

✭ 15,385

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Awesome Deep Learning And Machine Learning Questions

【不定期更新】收集整理的一些网站中（如知乎、Quora、Reddit、Stack Exchange等）与深度学习、机器学习、强化学习、数据科学相关的有价值的问题

✭ 203

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Release

Deep Reinforcement Learning for de-novo Drug Design

✭ 201

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Halite Ii

Season 2 of @twosigma's artificial intelligence programming challenge

✭ 201

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Urduhack

An NLP library for the Urdu language. It comes with a lot of battery included features to help you process Urdu data in the easiest way possible.

✭ 200

python deep-learning machine-learning tensorflow deeplearning nlp-library

Sparse Structured Attention

Sparse and structured neural attention mechanisms

✭ 198

python deep-learning deep-neural-networks deeplearning segmentation attention-mechanism

Keras Unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

✭ 196

python deep-learning keras deep-neural-networks deeplearning segmentation semantic-segmentation image-segmentation keras-tensorflow unet satellite-imagery

Clearml

ClearML - Auto-Magical CI/CD to streamline your ML workflow. Experiment Manager, MLOps and Data-Management

✭ 2,868

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Hyperspectral Classification

Hyperspectral-Classification Pytorch

✭ 195

python pytorch deeplearning

Thor

thor: C++ helper library, for deep learning purpose

✭ 197

computer-vision object-detection deeplearning tracking

Liteflownet2

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization, TPAMI 2020

✭ 195

python computer-vision cnn deeplearning caffe optical-flow

Faceswap pytorch

Deep fake ready to train on any 2 pair dataset with higher resolution

✭ 194

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Deeplog

Pytorch Implementation of DeepLog.

✭ 192

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Bilinear Cnn Tensorflow

This is an implementation of Bilinear CNN for fine grained visual recognition using TensorFlow.

✭ 187

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Coral Cnn

Rank Consistent Ordinal Regression for Neural Networks with Application to Age Estimation

✭ 186

python pytorch deeplearning

Clearml Server

ClearML - Auto-Magical Suite of tools to streamline your ML workflow. Experiment Manager, ML-Ops and Data-Management

✭ 186

python deep-learning machine-learning kubernetes ai deeplearning k8s machinelearning control version-control version experiment

Datastories Semeval2017 Task4

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

✭ 184

python deep-learning nlp keras neural-network twitter deeplearning lstm sentiment-analysis attention-mechanism attention nlp-machine-learning embeddings word-embeddings glove keras-models

Deep white balance

Reference code for the paper: Deep White-Balance Editing, CVPR 2020 (Oral). Our method is a deep learning multi-task framework for white-balance editing.

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python deeplearning image-manipulation autoencoder

Deeplearning4j Examples

Deeplearning4j Examples (DL4J, DL4J Spark, DataVec)

✭ 2,215

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Awesome Deep Learning Music

List of articles related to deep learning applied to music

Deeplearning4j

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 learni…

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Speech Emotion Recognition

Speaker independent emotion recognition

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python deep-learning keras deep-neural-networks deeplearning lstm

Robomaster2018 Seu Opensource

This is the open source project for RoboMaster 2018 contest from Southeast University

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c cpp computer-vision deeplearning

Fixy

Amacımız Türkçe NLP literatüründeki birçok farklı sorunu bir arada çözebilen, eşsiz yaklaşımlar öne süren ve literatürdeki çalışmaların eksiklerini gideren open source bir yazım destekleyicisi/denetleyicisi oluşturmak. Kullanıcıların yazdıkları metinlerdeki yazım yanlışlarını derin öğrenme yaklaşımıyla çözüp aynı zamanda metinlerde anlamsal analizi de gerçekleştirerek bu bağlamda ortaya çıkan yanlışları da fark edip düzeltebilmek.

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Motion Sense

MotionSense Dataset for Human Activity and Attribute Recognition ( time-series data generated by smartphone's sensors: accelerometer and gyroscope)

✭ 159

jupyter-notebook deep-learning mobile convolutional-neural-networks dataset deeplearning time-series autoencoder sensor smartphone activity-recognition

Cyclegan Vc2

Voice Conversion by CycleGAN (语音克隆/语音转换): CycleGAN-VC2

✭ 158

python deep-learning gan deeplearning speech-synthesis pix2pix cyclegan

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