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Aashish Kumar's Projects

keras-ocr icon keras-ocr

A packaged and flexible version of the CRAFT text detector and Keras CRNN recognition model.

mintnet icon mintnet

MintNet: Building Invertible Neural Networks with Masked Convolutions

ml-mobileone icon ml-mobileone

This repository contains the official implementation of the research paper, "An Improved One millisecond Mobile Backbone".

multi-mnist icon multi-mnist

MNIST dataset with multiple digits. This dataset can be use for learning number (more than 1 digit) regconizer model.

nafnet icon nafnet

The state-of-the-art image restoration model without nonlinear activation functions.

pixel_link icon pixel_link

Implementation of our paper 'PixelLink: Detecting Scene Text via Instance Segmentation' in AAAI2018

polygonobjectdetection icon polygonobjectdetection

This repository is based on Ultralytics/yolov5, with adjustments to enable polygon prediction boxes.

promcse icon promcse

Improved Universal Sentence Embeddings with Prompt-based Contrastive Learning and Energy-based Learning

pytorch-adda icon pytorch-adda

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

retinanet-digit-detector icon retinanet-digit-detector

Implemented digit detector in natural scene. I used SVHN as the training set, and implemented it using keras-retinanet.

segloss icon segloss

A collection of loss functions for medical image segmentation

simplehtr icon simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

stroke-width-transform icon stroke-width-transform

Python implementation of and experiments with the Stroke Width Transformation and connected components filtering.

trans-encoder icon trans-encoder

Trans-Encoder: Unsupervised sentence-pair modelling through self- and mutual-distillations

yolov5 icon yolov5

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

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