ndrean

ndrean

Image-To-Text model recommendation

I tried the 3 “standard” Image-To-Text models for image captioninng: “facebook/deit-base-distilled-patch16-224” and “microsoft/resnet-50” and "“google/vit-base-patch16-224”.

Results are poor, at least as low as the score :slight_smile:

This car is predicted as:

%{predictions: [%{label: "speedboat", score: 0.136890709400177}]}

Among the 280 proposed I2T models by Hugging Face, does anyone has a recommendation?

First Post!

jonatanklosko

jonatanklosko

Creator of Livebook

Are you looking for “Image classification” (pick one of predefined labels) or “Image-to-text” (describe image with text)? Also, how are you making the prediction? You can use Livebook Neural network smart cell to explore the various models, here’s one example per each of the tasks:

Where Next?

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