openfoodfacts-ai icon indicating copy to clipboard operation
openfoodfacts-ai copied to clipboard

Classify products based on their front image (and possibly more)

Open teolemon opened this issue 6 years ago • 3 comments

What

Part of

Detect their category based on their front image

teolemon avatar Feb 28 '18 09:02 teolemon

I would like to take up this issue. Is there any dataset available/ preferred that I can use for POC. Also is the classification problem multi-label classification.

saurabbhsp avatar Mar 01 '18 13:03 saurabbhsp

I think something like region based CNN will be useful to solve this problem. The same thing has been discussed in the following paper. https://arxiv.org/pdf/1506.01497.pdf Also a module to read barcode for the given product can also be integrated into the pipeline

saurabbhsp avatar Mar 01 '18 13:03 saurabbhsp

I found another alternative for OCR http://www.robots.ox.ac.uk/~vgg/data/scenetext/

saurabbhsp avatar Mar 05 '18 14:03 saurabbhsp