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Image Clip Service

Authors: Sören Räuchle @ 3pc GmbH

This service is responsible for image enrichment using the open-clip model. Images in the form of base64 encoded strings will transformed into clip embeddings including also generated coca descriptions english.

Install, Run, Test

  • Install dependencies: poetry install
  • Install Testing dependencies: poetry install --with dev,test
  • Run Tests: poetry run tests

GPU Config:

  • Cuda: 11.8
  • Driver: Nvidia 515.86.01+
  • Cards: RTX 4070 | RTX 2070 (Ti) | RTX 2080 (Ti)

Tech-Stack

More Info | Documentation | Papers