Face Mask Detector using RetinaNet Model
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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Object detection
RetinaNet Model for object detection explanation
Lately RetinaNet model for object detection has been buzz word in Deep learning community.
RetinaNet Model for object detection explanation Read More »
Focal loss for dense object detection
What is Focal Loss ,Need of Focal Loss,Cross Entropy Loss ,Problem with Cross Entropy ,Balanced Cross Entropy, Problem with Balanced Cross Entropy
Region Proposal Network (RPN) architecture explained
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 must have come across RPN that is Region Proposal Network. If you don’t know about RCNN family then I highly recommend you to click here to read this post before we deep
Region Proposal Network (RPN) architecture explained Read More »