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shreejalt/README.md

Hi there 👋

My name is Shreejal Trivedi and I am pursuing my masters at York University. My main research interests are in the field of optimization, development, deployment of the deep learning architecture mainly focusing on Computer Vision on edge-devices

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  1. Pytorch implementation to generate d... Pytorch implementation to generate different families of RegNet Models(Facebook AI Research: March'2020)
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    '''
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    Name: Shreejal Trivedi
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    Description: Generation Script of RegNetX and RegNetY models
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  2. Numpy version of Bounding Box Genera... Numpy version of Bounding Box Generator from the paper: Generating Positive Bounding Boxes for Balanced Training of Object Detectors
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    '''
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    Description: Generate bounding boxes of different aspect ratio and scales given a ground truth box and IoU Threshold(NUMPY Version)
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    Reference Paper: Generating Positive Bounding Boxes for Balanced Training of Object Detectors - September 2019.
  3. mAP-calculator mAP-calculator Public

    A simple script to calculate the mAP using PascalVOC2012 and COCO standards for object detection

    Python 5

  4. pytorch-models-ctaugment pytorch-models-ctaugment Public

    A plug 'n' play CTAugment wrapper that can be used with classification tasks using pytorch framework.

    Python 4

  5. freematch-pytorch freematch-pytorch Public

    Unofficial PyTorch implementation of the paper 'FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning'

    Python 11

  6. Multi-Radius-Deep-SVDD-PyTorch Multi-Radius-Deep-SVDD-PyTorch Public

    Extended Implementation of 'Deep One Class Classification' paper

    Python 1