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