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gimseng / 99-ML-Learning-Projects

A list of 99 machine learning projects for anyone interested to learn from coding and building projects
MIT License
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Applying object filters using Mask RCNN #129

Open Damanpreet opened 3 years ago

Damanpreet commented 3 years ago

Learning Goals

Learn about the following

Exercise Statement

Create an application that will allow a user to apply a different filter to each object in an image.

Prerequisites

What is Instance segmentation Mask RNN, for Instance segmentation Image Processing features like increasing or decreasing Sharpness, brightness, and applying other filters to the object.

Data source/summary:

MS COCO dataset - https://cocodataset.org/#home

Suggest/Propose Solutions

I can use the Mask RCNN pre-trained model on MS COCO to segment the images. The user is then allowed to choose the filters they want to apply to each object in an image.

gimseng commented 3 years ago

Hi @Damanpreet that sounds like a cool project, thanks ! Be sure to check out the contributing guidelines and a few of the previous projects to understand our format/conventions. Thanks !

Damanpreet commented 3 years ago

Great, thanks! Will checkout.

ksdkamesh99 commented 3 years ago

I want to work on it please do assign me @gimseng @Damanpreet

Damanpreet commented 3 years ago

@ksdkamesh99 I am already working on this. I will let you know if I need any help with this.