Fast-RCNN

Object Detection using Single Shot Multibox Detector

by koustubh • January 2, 2018

In a previous post, we covered various methods of object detection using deep learning. In this blog, I will cover Single Shot Multibox Detector in more details. SSD is one of the most popular object detection algorithms due to its ease of implementation and good accuracy vs computation required ratio. Work proposed by Christian Szegedy […]

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Zero to Hero: Guide to Object Detection using Deep Learning: Faster R-CNN,YOLO,SSD

by Ankit Sachan • December 28, 2017

In this post, I shall explain object detection and various algorithms like Faster R-CNN, YOLO, SSD. We shall start from beginners’ level and go till the state-of-the-art in object detection, understanding the intuition, approach and salient features of each method. What is Image Classification?: Image classification takes an image and predicts the object in an […]

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Object detection for image search and computer vision using deep larning

Object Detection using Deep Learning for advanced users (Part-1)

by koustubh • December 24, 2016

Prologue:This is a three part series which will elaborate on Object Detection in images using Convolutional Neural Networks (CNN).¬†First part will deal with groundbreaking papers in detection. Second part will give an overview on some of the fancier methodologies that have been published recently. Third part will be about one of our more sophisticated methods […]

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