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March 8, 2021
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Tag: Object detection

  • Deep Learning
Implementation of face mask detector using RetinaNet model

Face Mask Detector using RetinaNet Model

Praveen Kumar Anwla August 22, 2020
Build Face mask detector using RetinaNet model ,Gather Data using Web Scraping ,Create Dataset with labelImg tool, Model Training ,Model Testing
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  • Deep Learning
RetinaNet model for object detection

RetinaNet Model for object detection explanation

Praveen Kumar Anwla August 15, 2020
What is RetinaNet Why RetinaNet was needed Architecture of RetinaNet Backbone Network Subnetwork for object Classification Subnetwork for object Regression Focal Loss Build Face mask…
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  • Deep Learning
Focal loss in object detection

Focal loss for dense object detection

Praveen Kumar Anwla August 8, 2020
What is Focal Loss ,Need of Focal Loss,Cross Entropy Loss ,Problem with Cross Entropy ,Balanced Cross Entropy, Problem with Balanced Cross Entropy
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  • Deep Learning

Region Proposal Network (RPN) architecture explained

Praveen Kumar Anwla June 18, 2020
Introduction:- If you’re reading this post then I assume that you must have heard about RCNN family for object detection & if so then you…
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