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shreshth-29's Projects

alphanumeric-character-detector icon alphanumeric-character-detector

CNN network in Keras format to detect alphanumeric characters . Accuracy >87%. Detects all types of fonts all type of backgrounds .Used 37 categories . From 0 to 9 for numbers and from 10 to 36 for English alphabet . Was trained on 1016 pictures per category.

apex icon apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

awesomemrc icon awesomemrc

Research summary and playground for MRC & code for Retrospective Reader for Machine Reading Comprehension (AAAI 2021)

densephrases icon densephrases

ACL'2021: Learning Dense Representations of Phrases at Scale; EMNLP'2021: Phrase Retrieval Learns Passage Retrieval, Too https://arxiv.org/abs/2012.12624

east icon east

This is a pytorch re-implementation of EAST: An Efficient and Accurate Scene Text Detector.

opencv icon opencv

Open Source Computer Vision Library

snn_toolbox icon snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

sparseml icon sparseml

Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

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