IntroductionAI specific features in recent NVIDIA GPUs2.1 Pascal microarchitecture (2016)2.2 Volta microarchitecture (2018)2.3 Turing microarchitecture (Late 2018)2.4 Ampere microarchitecture ...
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Demystifying GPU Architectures For Deep Learning – Part 1
IntroductionCUDA programming model2.1 What is CUDA?2.2 Introduction to some important CUDA conceptsImplementing a dense layer in CUDASummary 1. Introduction A few months ago, we covered the ...
Intersection over Union (IoU) in Object Detection & Segmentation
Intersection Over Union (IoU) is a number that quantifies the degree of overlap between two boxes. In the case of object detection and segmentation, IoU evaluates the overlap of the Ground Truth and ...
Understanding Multiple Object Tracking using DeepSORT
Surveillance cameras plays an essential role in securing our home or business. These cameras are super affordable. So is setting up a surveillance system. The only difficult and expensive part is the ...
PaddleOCR: Unveiling the Power of Optical Character Recognition
PaddleOCR: Reading huge documents can be very tiring and very time taking. You must have seen many software or applications where you just click a picture and get key information from the document. ...
Mediapipe Gesture Recognition – Gesture Control in Zoom Call
As you all know, Zoom has become the veritable king of online-meeting platforms and is widely used by corporates and universities. Online meetings, however, come with their own set of problems. For ...
