Course: ECE627 Computer VIsion
Department of Electrical and Computer Engineering, University of Cyprus, Cyprus
Lecture 14: Deep Learning – Object Detection (Part 1)
Description: In this lecture we will see how we can use convolutional neural networks to not only classify images but at the same time localize all objects with an enclosed bounding box in a process called object detection. The first part focuses on regions proposal methods, such as the Fast-RCNN family of methods, which are an improvement over traditional sliding window approaches.

Course Website: https://www.christoskyrkou.com/ece627-computer-vision

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