Faster RCNN Algorithm | Overview | Object Detection | Part 1

Автор: Sagar G. Sangodkar

Загружено: 2022-01-16

Просмотров: 2895

Описание:

#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 | Ob...

Link to the video on Fast-RCNN Detector:
   • Fast RCNN Detector | Faster RCNN | Object ...

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
   • Видео

0:00 Introduction
0:22 Faster RCNN - Overview
2:15 Region Proposal Network - Overview
4:05 Fast-RCNN Detector - Overview

Faster RCNN Algorithm | Overview | Object Detection | Part 1

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