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Hira Shahid


Deciphering and Advancing the World of Autonomous Robots
  • RegNet Based Model with BiFPN heads

    Combining RegNet and BiFPN models for Object Detection

    Posted on March 23, 2022

    Tags:
    • object-detection
    • Computer Vision
    • PyTorch
    • Group Convolutions
  • PyTorch Groups parameter

    Dissecting Group Convolutions for RegNet models

    Posted on January 2, 2022

    Grouped Convolutions in Convolutional Neural Networks [Read More]
    Tags:
    • object-detection
    • computer vision
    • pytorch
    • group convolutions
  • An Image is Worth 16x16 Words

    How the Transformer networks replace CNN for image classification

    Posted on November 27, 2021

    Tags:
    • object-detection
    • Computer Vision
    • PyTorch
    • Group Convolutions
  • Attention is All You Need: An Overview

    An in-depth assessment of the underlying mechanisms of Transformers

    Posted on November 20, 2021

    Avid computer vision readers know that lately, transformer models have become all the hype as they show a convenient way of training deep learning models without the sequential models like RNNs or making use of the convoluted ways of CNNs (pun-intended). As I treaded down this path, I realized there... [Read More]
    Tags:
    • object-detection
    • Computer Vision
    • PyTorch
    • Group Convolutions
  • PseudoLiDAR and 4D Object Detection

    First post in 4D object detection with PseudoLiDAR Input Series

    Posted on January 10, 2021

    PseudoLiDAR Approach [Read More]
    Tags:
    • object-detection
    • Computer Vision
    • PyTorch
    • SqueezeDet
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Hira Shahid  •  2023  •  HiraShahid.com

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