# fuel-clip
Contrastive Language-Image Pre-Training (CLIP) is an architecture trained on
pairs of images with related texts.
https://github.com/openai/CLIP
https://github.com/huggingface/transformers/tree/f6fa0f0bf0796ac66f201f23bdb8585de1609add/src/transformers/models/clip
## Running on an example on cpu
```
$ cargo run --example clip --release -- --images "fuel-examples/examples/stable-diffusion/assets/stable-diffusion-xl.jpg","fuel-examples/examples/yolo-v8/assets/bike.jpg" --cpu --sequences "a cycling race","a photo of two cats","a robot holding a fuel"
Results for image: fuel-examples/examples/stable-diffusion/assets/stable-diffusion-xl.jpg
INFO clip: Probability: 0.0000% Text: a cycling race
INFO clip: Probability: 0.0000% Text: a photo of two cats
INFO clip: Probability: 100.0000% Text: a robot holding a fuel
Results for image: fuel-examples/examples/yolo-v8/assets/bike.jpg
INFO clip: Probability: 99.9999% Text: a cycling race
INFO clip: Probability: 0.0001% Text: a photo of two cats
INFO clip: Probability: 0.0000% Text: a robot holding a fuel
```
## Running on an example with metal feature (mac)
```
$ cargo run --features metal --example clip --release -- --images "fuel-examples/examples/stable-diffusion/assets/stable-diffusion-xl.jpg","fuel-examples/examples/yolo-v8/assets/bike.jpg" --cpu --sequences "a cycling race","a photo of two cats","a robot holding a fuel"
Results for image: fuel-examples/examples/stable-diffusion/assets/stable-diffusion-xl.jpg
INFO clip: Probability: 0.0000% Text: a cycling race
INFO clip: Probability: 0.0000% Text: a photo of two cats
INFO clip: Probability: 100.0000% Text: a robot holding a fuel
Results for image: fuel-examples/examples/yolo-v8/assets/bike.jpg
INFO clip: Probability: 99.9999% Text: a cycling race
INFO clip: Probability: 0.0001% Text: a photo of two cats
INFO clip: Probability: 0.0000% Text: a robot holding a fuel
```