Steam I-JEPA: match banners with Meta AI's I-JEPA

This repository contains Python code to retrieve Steam games with similar store banners, using Meta AI's Image-based Joint-Embedding Predictive Architecture (I-JEPA).

Image similarity is assessed by the cosine similarity between image features encoded by I-JEPA.

References

• Meta AI's I-JEPA:
  • Official blog post
  • Official Github repository
  • Assran, Mahmoud, et al. Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture. CVPR 2023.