Vishnunkumar
Machine learning engineer. Open Source. Creating low code python libraries using SOTA AI/ML models and libraries.
Bangalore, India
Pinned Repositories
clipcrop
Implementations of zero-shot capabilities with Open AI's CLIP and computer vision models
computer-vision-course
This repo is the homebase of a community driven course on Computer Vision with Neural Networks. Feel free to join us on the Hugging Face discord: hf.co/join/discord
craft_hw_ocr
Recognition of handwritten text using CRAFT text detection and TrOCR
doc_transformers
Document processing using transformers
easygans
GANs implemented using keras
eng_spacysentiment
sentiment analysis using spacy
huggingfaceinference
Simple inference usecases using hugging transformers library
snapcode
Retrieve code blocks from screenshots using Transformers and Tesseract
transformerslite
Data pre-processing for transformer models using simple python wrapper
Vishnunkumar
Vishnunkumar's Repositories
Vishnunkumar/doc_transformers
Document processing using transformers
Vishnunkumar/Vishnunkumar.github.io
Profile Page
Vishnunkumar/wordninja
Probabilistically split concatenated words using NLP based on English Wikipedia unigram frequencies.
Vishnunkumar/huggingfaceinference
Simple inference usecases using hugging transformers library
Vishnunkumar/textshot
Python tool for grabbing text via screenshot
Vishnunkumar/unsupervisednlp
Unsupervised methods for NLP usecases
Vishnunkumar/craft_hw_ocr
Recognition of handwritten text using CRAFT text detection and TrOCR
Vishnunkumar/docimagepy
Process scanned documents for various use cases using Python and Machine learning. Currently OCR fixer and de-skewer are in pipeline.
Vishnunkumar/opencv_simple_codes
Simple use cases that can be solved by leveraging OpenCV Python
Vishnunkumar/transformerslite
Data pre-processing for transformer models using simple python wrapper
Vishnunkumar/easygans
GANs implemented using keras
Vishnunkumar/sem_transformers
A simple semantic search library using transformers and tensorflow hub
Vishnunkumar/eng_spacysentiment
sentiment analysis using spacy
Vishnunkumar/python_sentiment_app
A sample sentiment analysis application which uses python for both frontend and backend development. Docker support is also there if you want to run the application in a virtual container
Vishnunkumar/Keras-GAN
Keras implementations of Generative Adversarial Networks.
Vishnunkumar/AutoRF
Auto ML using random forest trees
Vishnunkumar/siamese_sign
Model built using siamese architecture to analyze similarity in images
Vishnunkumar/box_detection
Detect tables and check boxes in a document using OpenCV
Vishnunkumar/Libraries_for_ML
List of libraries that are useful for Machine learning and deployment services
Vishnunkumar/doc2text
Detect text blocks and OCR poorly scanned PDFs in bulk. Python module available via pip.
Vishnunkumar/hello-github-actions
Vishnunkumar/awesome-public-datasets
A topic-centric list of HQ open datasets.
Vishnunkumar/gitpod-io-pythondsalgo
Vishnunkumar/transformers
🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.
Vishnunkumar/keras-ocr
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
Vishnunkumar/open-tamil
Open Source Tamil NLP Tools - தமிழ் இயற்கை மொழி பகுப்பாய்வு நிரல்தொகுப்பு
Vishnunkumar/TextExtract
TextExtract is a optimize version of Tesseract to provide better text recognition.
Vishnunkumar/Aws
Vishnunkumar/amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Vishnunkumar/Data-analytics
Scripts of Data analytics