nateraw/huggingpics

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

Jupyter Notebook

317

35 commits

updated May 7, 2024

See the code

README

🤗🖼️HuggingPics

Fine-tune Vision Transformers for anything using images found on the web.

Check out the video below for a walkthrough of this project! ⤵️

IMAGE ALT TEXT

Usage

Click on the link below to try it out:

Open In Colab

How does it work?

1. You define your search terms

pick search terms

2. We download ~150 images for each and use them to fine-tune a ViT

image search results

3. You push your model to HuggingFace's Hub to share your results with the world

push to hub

Your auto-generated model repo will look something like this. Pretty cool, eh? 😎

push to hub

Examples

💡 If you need some inspiration, take a look at the examples below:

nateraw/rare-puppersnateraw/pasta-pizza-raviolinateraw/baseball-stadium-foodsnateraw/denver-nyc-paris
term_1samoyedpizzacotton candydenver
term_2shiba inupastahamburgernew york city
term_3corgiraviolihot dogparis
term_4nachos
term_5popcorn

You can see a full list of model repos created using this tool by clicking here

huggingface
machine-learning
pytorch
vision-transformers

nateraw/huggingpics

🤗🖼️ HuggingPics: Fine-tune Vision Transformers for anything using images found on the web.

Jupyter Notebook

317

35 commits

updated May 7, 2024

See the code

README

🤗🖼️HuggingPics

Fine-tune Vision Transformers for anything using images found on the web.

Check out the video below for a walkthrough of this project! ⤵️

IMAGE ALT TEXT

Usage

Click on the link below to try it out:

Open In Colab

How does it work?

1. You define your search terms

pick search terms

2. We download ~150 images for each and use them to fine-tune a ViT

image search results

3. You push your model to HuggingFace's Hub to share your results with the world

push to hub

Your auto-generated model repo will look something like this. Pretty cool, eh? 😎

push to hub

Examples

💡 If you need some inspiration, take a look at the examples below:

nateraw/rare-puppersnateraw/pasta-pizza-raviolinateraw/baseball-stadium-foodsnateraw/denver-nyc-paris
term_1samoyedpizzacotton candydenver
term_2shiba inupastahamburgernew york city
term_3corgiraviolihot dogparis
term_4nachos
term_5popcorn

You can see a full list of model repos created using this tool by clicking here

huggingface
machine-learning
pytorch
vision-transformers

Project health

Overall

2.4/10

Maintained

0/10

Code review

0/10
OpenSSF Scorecard

Latest release

0.0.1 · Nov 17, 2021

Releases this year

0

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1,616 followers · starred Jul 2021

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