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Faster RCNN Algorithm Overview Object Detection Part 1
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=VFobUTm0oM4
#FasterRCNN #ObjectDetection #Beginners #OverSimplified • In this video I briefly describe the overview of the Faster-RCNN algorithm. • Faster RCNN is a popular two-stage object detection algorithm. • Stage 1 consists of Region Proposal Network. • Stage 2 consists of a Fast RCNN Detector. • This video describes an extremely simplified overview of the entire algorithm and briefly introduces the above two stages, namely Region Proposal Network and Fast RCNN Detector • Link to the video on Region Proposal Network: • • Region Proposal Network | Faster RCNN... • Link to the video on Fast-RCNN Detector: • • Fast RCNN Detector | Faster RCNN | Ob... • Link to the discussed papers: • Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks: • https://arxiv.org/abs/1506.01497 • Fast R-CNN: • https://arxiv.org/abs/1504.08083 • Rich feature hierarchies for accurate object detection and semantic segmentation: • https://arxiv.org/abs/1311.2524 • Broadly, this is a part of the tutorial series on Artificial Intelligence in Computer Vision. • Link for the playlist is below • • Video • 0:00 Introduction • 0:22 Faster RCNN - Overview • 2:15 Region Proposal Network - Overview • 4:05 Fast-RCNN Detector - Overview
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