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openfoodfacts / openfoodfacts-ai

This is a tracking repo for all our AI projects. 🍕 🤖🍼
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Recognize packaging type (bottle, bag…) #29

Open teolemon opened 6 years ago

teolemon commented 6 years ago

What

Part of

vasu-dev commented 6 years ago

@teolemon I would like to take up this issue. I have already started working on it . To start with i'm planning to take around 800-900 images and classify them in two broad categories i.e bottles/cans and others

vasu-dev commented 6 years ago

I will start will manual data annotation and then use the classifier to further annotate the data. I'm already half way through it

vasu-dev commented 6 years ago

Here is the github repo of the classifier i was taking about : https://github.com/vasu-dev/packing-classifier

the results are not very good as i just used 881 samples due to memory restrictions. I have trained the model with data argumentation

vasu-dev commented 6 years ago

A better approch to this problem would be first Recognize packaging material (https://github.com/openfoodfacts/openfoodfacts-ai/issues/23) and then used it to find the packing type . I would love to combine them and work on it as my GSoC project.

ademenet commented 5 years ago

I'm working on it!

Right now I'm looking to the datas and figuring out how many labels we are going to need to be pertinent.

I'll look to your work @vasu-dev. Did you find why it doesn't work?

97k commented 5 years ago

I'd love to work on this issue, please assign it to me if nobody is working on it. @teolemon, Should I start working on it, or I have to wait until it gets assigned to me?

@ademenet Are you still working on it?

CloCkWeRX commented 4 years ago

I started looking at this - doe something have curves and straight lines: cylinder; corners and straight lines? Box

But after a bit of thought, #55 seemed an easier problem to solve - perhaps could be used as a validation for training.

teolemon commented 2 years ago