Object Detection Part 1: R-CNN, Sliding Window and Selective Search

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This is the first video in the object detection series and in it we are exploring the definition of object detection in computer vision, how we can approach this task using the sliding window algorithm and how the Region-based Convolutional Neural Network (R-CNN) model improves this approach by employing the selective search region proposal algorithm.

*References*
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*Contents*
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00:00 - Intro
00:14 - Object Detection Definition
00:59 - Sliding Window
02:00 - R-CNN Model
02:32 - Selective Search Algorithm
04:27 - Cons of Using R-CNN
05:20 - Outro

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#cnn #rcnn #objectdetection #selectivesearch

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Omg. Thank you so much! Your videos are much better than others out there. Yours are way better structured and follow a nice thread, instead of throwing everything at me at once. Good work. And, again, thank you so much!

Bapll

Getting better with every video!
Keep at it!

florin-andreirusu

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