Computer vision - fun segmentation experience using classic and deep tools :)

Last update: Dec 18, 2021

Overview

Computer_Vision_Segmentation_Fun

Segmentation of Images and Video.

Tools:

pytorch

Models:

Classic model - GrabCut
Deep model - Deeplabv3_resnet101

Flow:

part 1 - classic model & deep model on images for:

segmentation
augmentation
adverserial example (background) - checked by classification on the object in the image

part 2 - deep model in video:

using green background from:
my own video
combining them to fun result: video or on YouTube

detailed report - report

*This is was created in the scope of Computer Vision 2020 course at the Technion

Owner

Mor Ventura

MSc EE student candidate at Technion, Computer Vision Engineer Intern, Bsc Biomedical Engineering

GitHub Repository

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