examples/README.md

Examples

Zero-Shot Classification

pip install torch  # whatever version you want
pip install open_clip_torch numpy tqdm torchvision

Suppose you want to evaluate BioCLIP on zero-shot classification on two tasks, <DATASET-NAME> and <DATASET2-NAME>. You can use examples/zero_shot.py to get top1 and top5 accuracy assuming your tasks are arranged as torchvision's ImageFolder wants.

python examples/zero_shot.py \
  --datasets <DATASET-NAME>=<DATASET-FOLDER> <DATASET2-NAME>=<DATASET2-FOLDER>

This will write to logs/bioclip-zero-shot/results.json with your results.