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
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Deep Learning
What is Back Propagation through time (BPTT) in Recurrent Neural Network
What is Back Propagation through time (BPTT) in Recurrent Neural Network, Vanishing Gradient , Exploding Gradient ,Gradient Clipping ,Long Term Dependencies
Recurrent Neural Network (RNN) architecture explained in detail
Introduction:- In this article I would assume that you have a basic understanding of neural networks . In this article,we’ll talk about Recurrent Neural Networks aka RNNs that made a major breakthrough in predictive analytics for sequential data. This article we’ll cover the architecture of RNNs ,what is RNN , what was the need of …
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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 »