Vishnu Nandakumar's Projects
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
Auto ML using random forest trees
A topic-centric list of HQ open datasets.
Hackathon conducted by Axis Bank
Detect tables and check boxes in a document using OpenCV
the AI-native open-source embedding database
An open-source package for python to clean raw text data
Implementations of zero-shot capabilities with Open AI's CLIP and computer vision models
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
A cover letter generator based on the job description and resume using Gen AI.
Packaged, Pytorch-based, easy to use, cross-platform version of the CRAFT text detector
Recognition of handwritten text using CRAFT text detection and TrOCR
Scripts of Data analytics
Detect text blocks and OCR poorly scanned PDFs in bulk. Python module available via pip.
Document processing using transformers
Process scanned documents for various use cases using Python and Machine learning. Currently OCR fixer and de-skewer are in pipeline.
Fork for Docs to the spacy embeddings
GANs implemented using keras
sentiment analysis using spacy
Ultra-lite & Super-fast re-ranking for your search & retrieval pipelines. Based on SoTA models like cross-encoders and more. Created by Prithivi Da, open for PRs & Collaborations.
There was no free Dictionary API on the web when I wanted one for my friend, so I created one.
Code for the application submitted for Google AI Gemini Hackathon
Simple inference usecases using hugging transformers library
A python module to repair broken JSON, very useful with LLMs
Keras implementations of Generative Adversarial Networks.
A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.
🦜🔗 Build context-aware reasoning applications