Vishnunkumar/AutoRF

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1
Language
Python
License
MIT License
Created about 3 years ago
Updated about 3 years ago

Vishnunkumar/AutoRF

Vishnunkumar

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Auto ML using random forest trees

clipcrop

Implementations of zero-shot capabilities with Open AI's CLIP and computer vision models

craft_hw_ocr

Recognition of handwritten text using CRAFT text detection and TrOCR

doc_transformers

Document processing using transformers

eng_spacysentiment

sentiment analysis using spacy

Jupyter Notebook

transformerslite

Data pre-processing for transformer models using simple python wrapper

huggingfaceinference

Simple inference usecases using hugging transformers library

snapcode

Retrieve code blocks from screenshots using Transformers and Tesseract

easygans

GANs implemented using keras

Vishnunkumar

pytools

Simple tools implemented using Python

unsupervisednlp

Unsupervised methods for NLP usecases

spacyspellcheck

spell check using spacy words and in built levenshtein distance

FinML

Deep learning applications on the financial and banking world

siamese_sign

Model built using siamese architecture to analyze similarity in images

apis

spacy_nlp_tools

Simple NLP tools using Spacy

football_analytics

Jupyter Notebook

simple_image_classifier

Simple Image classification using keras and tensorflow

docimagepy

Process scanned documents for various use cases using Python and Machine learning. Currently OCR fixer and de-skewer are in pipeline.

sem_transformers

A simple semantic search library using transformers and tensorflow hub

box_detection

Detect tables and check boxes in a document using OpenCV

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

opencv_simple_codes

Simple use cases that can be solved by leveraging OpenCV Python

GoogleAIGeminiHackathon

Code for the application submitted for Google AI Gemini Hackathon