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## Development Process
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This model was created with the intention of supplmenting our mobile application as an ingredient counter. Such that a user could take an image and have AI determine whether they have the necessary ingredients to create a recipe. As a result of the straightforward usecase, we were motivated to use a lightweight model for this classification task. We were recommended Moondream by a mentor from Intel, which we fine-tuned in this project.
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## Cosmo-demo
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| ![1 Onion](demo_images/onion1.jpg) | ![1 Avocado](demo_images/avocado1.jpg) | ![2 banana 1 dorito](demo_images/2banana.jpg) | ![5 Banana](demo_images/5banana.jpg) | ![1 Avocado 1 Dorito](demo_images/avocado_dorito.jpg) | ![All](demo_images/the_whole_gang.jpg) |
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| Model Output: 1 onion | Model Output: 1 avocado | Model Output: 2 banana, 1 dorito | Model Output: 5 banana | Model Output: 1 avocado, 1 dorito | Model Output: 2 avocado, 2 banana, 1 onion |
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## Development Process
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This model was created with the intention of supplmenting our mobile application as an ingredient counter. Such that a user could take an image and have AI determine whether they have the necessary ingredients to create a recipe. As a result of the straightforward usecase, we were motivated to use a lightweight model for this classification task. We were recommended Moondream by a mentor from Intel, which we fine-tuned in this project.
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