Awesome
Heroku Flask API
Deploy an API built with Flask on Heroku.
Data
Data consists of images from the Steam store (~30k games) downloaded on January 9, 2021.
Usage
To run locally:
python run.py
To deploy:
heroku login
heroku create
git push heroku main
Web App
The web app can be accessed at this URL:
To ask for results about Cyberpunk 2077, you have to append the appID (1091500) to the /render/ endpoint:
Or you can try your luck with a random game. Caveat: some Steam games can be offensive!
Number of matches
To tweak the number of matches, for instance to 5 instead of the default (11):
render/1091500/5
Direct links to the Steam store
To have direct links to the Steam store:
store/1091500/
Mirror and flip
CLIP seems be attentive to texts present on images. To try to mitigate this effect, the query image can be:
- mirrored (i.e. horizontally),
- flipped (i.e. vertically).
To mirror the query image:
render_x/ or render/?mirror=1
To flip the query image:
render_y/ or render/?flip=1
To mirror and flip the query image:
render_xy/ or render/?mirror=1&flip=1
References
steam-CLIP: retrieve games with similar banners, using OpenAI's CLIP (resolution 224),heroku-flask-api: serve the matching results through an API built with Flask on Heroku,heroku-clip: deploy an app built with Streamlit on Heroku.