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The world's simplest facial recognition api for Python and the command line
Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)
LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
State-of-the-art 2D and 3D Face Analysis Project
ANTLR (ANother Tool for Language Recognition) is a powerful parser generator for reading, processing, executing, or translating structured text or binary files.
A very simple framework for state-of-the-art Natural Language Processing (NLP)
The Incredible Pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.
People tracker on the Internet: OSINT analysis and research tool by Jose Pino
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Speech recognition module for Python, supporting several engines and APIs, online and offline.
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
Audio fingerprinting and recognition in Python
Offline speech recognition API for Android, iOS, Raspberry Pi and servers with Python, Java, C# and Node
🛡️ Windows Hello™ style facial authentication for Linux
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) models
Speech To Text Wavenet
Speech-to-Text-WaveNet : End-to-end sentence level English speech recognition based on DeepMind's WaveNet and tensorflow
A small speech recognizer
Deep Learning Roadmap
📡 Organized Resources for Deep Learning Researchers and Developers
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
3d Resnets Pytorch
3D ResNets for Action Recognition (CVPR 2018)
A OpenMMLAB toolbox for human pose estimation, skeleton-based action recognition, and action synthesis.
Convolutional recurrent network in pytorch
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.
Tensorflow Speech Recognition
🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks
Information Extraction Chinese
Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取
[ECCV 2018] CCPD: a diverse and well-annotated dataset for license plate detection and recognition
Zh Ner Tf
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
Named Entity Recognition (LSTM + CRF) - Tensorflow
Using neural networks to build an automatic number plate recognition system
A PyTorch Toolbox for Face Recognition
License Plate Detection and Recognition in Unconstrained Scenarios
A large-scale face dataset for face parsing, recognition, generation and editing.
make a better chinese character recognition OCR than tesseract
Lip Reading Deeplearning
🔓 Lip Reading - Cross Audio-Visual Recognition using 3D Architectures
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
Face analysis mainly based on Caffe. At this time, face analysis tasks like detection, alignment and recognition have been done.
An open-source toolbox for action understanding based on PyTorch
Toolkit for efficient experimentation with Speech Recognition, Text2Speech and NLP
Entity Recognition Datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
Tika-Python is a Python binding to the Apache Tika™ REST services allowing Tika to be called natively in the Python community.
A neural network model for Chinese named entity recognition
Deep Feature Flow
Deep Feature Flow for Video Recognition
Awesome video understanding toolkits based on PaddlePaddle. It supports video data annotation tools, lightweight RGB and skeleton based action recognition model, practical applications for video tagging and sport action detection.
Underthesea - Vietnamese NLP Toolkit
This is a collection of python modules that interact with the Ryze Tello drone.
This repo contains implementation of different architectures for emotion recognition in conversations.
Detect and recognize the faces from camera / 调用摄像头进行人脸识别，支持多张人脸同时识别
Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute
Real World Masked Face Dataset
Real-World Masked Face Dataset，口罩人脸数据集
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
Use Google's BERT for named entity recognition （CoNLL-2003 as the dataset）.
End To End For Chinese Plate Recognition
多标签分类,端到端的中文车牌识别基于mxnet, End-to-End Chinese plate recognition base on mxnet
TensorFlow 101: Introduction to Deep Learning
A Python wrapper for Kaldi
Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop
ctpn+crnn Scene character recognition
Implements face recognition algorithms for MATLAB/GNU Octave and Python.
Deep learning face detection and recognition, implemented by pytorch. (pytorch实现的人脸检测和人脸识别)
This repository contains the code and implementation details of the CascadeTabNet paper "CascadeTabNet: An approach for end to end table detection and structure recognition from image-based documents"
(WARNING: This repository is NO LONGER maintained ) Real time face detection and recognition base on opencv/tensorflow/mtcnn/facenet
Kaldi Gstreamer Server
Real-time full-duplex speech recognition server, based on the Kaldi toolkit and the GStreamer framwork.
Learn OpenCV in 4 Hours - Code used in my Python and OpenCV course on freeCodeCamp.
Emotion Recognition Neural Networks
Emotion recognition using DNN with tensorflow
📝 This repository recorded my NLP journey.
WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries
Pytorch Implementation For LPRNet, A High Performance And Lightweight License Plate Recognition Framework.
PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)
In defence of metric learning for speaker recognition
Real time emotion recognition
💬 An On-Premises, Streaming Speech Recognition System
Recognizing cropped text in natural images.
Data Science Projects
DataScience projects for learning : Kaggle challenges, Object Recognition, Parsing, etc.
Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.
MORAN: A Multi-Object Rectified Attention Network for Scene Text Recognition
Portuguese pre-trained BERT models
Speech Emotion Recognition
Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别
OCR software for recognition of handwritten text
OCR engine for all the languages
Pytorch Captcha Recognition
基于CNN训练的一套 "端到端" 的验证码识别模型，使用深度学习+训练数据+大量计算力，纯数字识别率高达 99.99%，数字+字母识别率 96%
An Open Source Tools for Speaker Recognition
Code for the AAAI 2018 publication "SEE: Towards Semi-Supervised End-to-End Scene Text Recognition"
Realtime Action Recognition
Apply ML to the skeletons from OpenPose; 9 actions; multiple people. (WARNING: I'm sorry that this is only good for course demo, not for real world applications !!! Those ary very difficult !!!)
Food Recipe Cnn
food image to recipe with deep convolutional neural networks.
FaceXlib aims at providing ready-to-use face-related functions based on current STOA open-source methods.
Scene text recognition
Keras beit,caformer,CMT,CoAtNet,convnext,davit,dino,effi alias kecam
Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition in CVPR19
Code for the paper STN-OCR: A single Neural Network for Text Detection and Text Recognition
Nomeroff Net. Automatic numberplate recognition system.
Code and information for face image quality assessment with SER-FIQ
Emotion Recognition Using Speech
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
Mrc For Flat Nested Ner
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
A scene text recognition toolbox based on PyTorch
Compressed Video Action Recognition
Name Entity Recognition
Face Renderer to perform Domain (Face) Specific Data Augmentation
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