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agdistis

AGDISTIS - Agnostic Named Entity Disambiguation

arabic-tacotron-tts

End to end Arabic TTS system based on tacotron

arabic_asr_and_di

Arabic speech recognition and dialect identification (Red Hen Lab - GSoC 2018)

arabic_knowledge_graph

bank_user_profile_dashboard

Kibana dashboard of bank users

bert_text_embedding

Embedding a text to a vector by pre-trained BERT word embeddings and pooling layers, for the pur[ose of text similarity measuring

blink

Entity Linker solution

cheque_detection

Tagging images of bank cheques

dbpedia_query_arabic

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deep_emotion_intensity

deepspeech

DeepSpeech is an open source embedded speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.

deepspeech-examples

Examples of how to use or integrate DeepSpeech

dexter

Dexter is a framework that implements some popular algorithms and provides all the tools needed to develop any entity linking technique.

easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

face-detection

Fast and reliable face detection with RetinaFace.PyTorch

flask-file-upload

flask-user-auth-example

flask-user-auth-example

gpu_setup_in_windows

hmms-and-viterbi-algorithm-for-pos-tagging

Enhancing Viterbi PoS Tagger to solve the problem of unknown words

kafka_spark_example

keras-facenet

A light wrapper around FaceNet

keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

knowledge_extraction

End-to-end Knowledge Extraction engine. It extracts knowledge from free text and shows the knowledge in Neo4j. It extracts entities and the relationship between entities, even different expressions of the same entity is in different sentences of the text.

knowledge_linking

Linking the text to the IDs of entities from a knowledge graph. It not only produces the background knowledge of the directly mentioned entities in the text, but also the entities not mentioned in the text but closely linked to the content.

message_intelligence

a “message intelligence platform” that reads billions of messages to answer four questions: “who you are, what you do, how do you think, and what is your relationship with others.”

message_text_analysis