Image Tagger

Python notebook containing keras multi-label image classifier. It can be used for labeling images with non-exclusive labels like hashtags.

Check out corresponding Medium article:

Image Tagger - Multi-Label CNN Image Classification

Python

ImageTagger

iOS

Check out the following iOS app that generates trending hashtags given image inputs.

Dataset

Image Tagger was trained on the Various Tagged Images dataset. It contains ~0.7 M of 224x224px crop-centered miscellaneous images of people, places, animals and objects collected from instagram, unsplash and flickr.

Results

Author

Greg (Grzegorz) Surma

PORTFOLIO

GITHUB

BLOG