Pinned Repositories
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.
Malaria-Detection-Transfer-Learning
Transfer Learning with VGG-19.
Named-entity-recognition
Optical-Character-Recognition-In-Receipt
Used Opecv and Tesseract for Text recognition in receipt.
Abatpool's Repositories
Abatpool/Air-gesture
Uses air gestures and hand movements to write and draw on paint windows using webcam.
Abatpool/Anime_Face_Generation--GAN
Use Adversarial Generative Networks for Anime Face Generation.
Abatpool/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.
Abatpool/commclassroomOP
Abatpool/CommunityClassroom
Abatpool/d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
Abatpool/DNA-Sequencing-NLP
Multinomial Naive Bayes Classifier for DNA Sequence Generation.
Abatpool/Malaria-Detection-Transfer-Learning
Transfer Learning with VGG-19.
Abatpool/Named-entity-recognition
Abatpool/Optical-Character-Recognition-In-Receipt
Used Opecv and Tesseract for Text recognition in receipt.
Abatpool/lm_perplexity_bootstrapping
demo of domain corpus bootstrapping using language model perplexity
Abatpool/neural-style-transfer
Creating images via neural style transfer
Abatpool/Neural-style-transfer-1
using normal NLP method and cyclic gan
Abatpool/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.
Abatpool/nlp-tutorial
Natural Language Processing Tutorial for Deep Learning Researchers
Abatpool/NLP-with-Python
Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more
Abatpool/notebooks-contrib
RAPIDS Community Notebooks
Abatpool/ocr-with-tesseract
A comprehensive tutorial for OCR in python using Tesseract-OCR and OpenCV
Abatpool/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.