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air-gesture

Uses air gestures and hand movements to write and draw on paint windows using webcam.

anime_face_generation--gan

Use Adversarial Generative Networks for Anime Face Generation.

automatic-music-generation-system

-Generating Irish Folk Tunes and Lyrics - using LSTM, this project uses Long Short-term Memory (LSTM) -based recurrent neural network (RNN) to generate music and lyrics using the Irish Folk Music dataset. Additionally, it also generates "Bob Dylan-esque" lyrics, using all of Bob Dylan's songs. -Technologies used- AWS, Deep Learning, Python.

commclassroomop

communityclassroom

d2l-en

Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.

dna-sequencing-nlp

Multinomial Naive Bayes Classifier for DNA Sequence Generation.

lm_perplexity_bootstrapping

demo of domain corpus bootstrapping using language model perplexity

malaria-detection-transfer-learning

Transfer Learning with VGG-19.

named-entity-recognition

neural-style-transfer

Creating images via neural style transfer

neural-style-transfer-1

using normal NLP method and cyclic gan

nlp-in-practice

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

notebooks-contrib

RAPIDS Community Notebooks

ocr-with-tesseract

A comprehensive tutorial for OCR in python using Tesseract-OCR and OpenCV

optical-character-recognition-in-receipt

Used Opecv and Tesseract for Text recognition in receipt.

topicmodelling-lsa-lda

Retrieving 'Topics' (concept) from corpus using (1) Latent Dirichlet Allocation (Genism) for modelling. Perplexity and Coherence score were used as evaluation models. (2) Latent Semantic Analysis using Term Frequency- Inverse Document Frequency and Truncated Singular Value Decomposition.