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First version of the dataset

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  1. README.md +29 -0
  2. data/part-00-wolt-clip-ViT-B-32.parquet +3 -0
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README.md ADDED
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+ ---
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+ language:
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+ - en
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+ pretty_name: clip-ViT-V-32 embeddings of the Wolt food images
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+ task_categories:
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+ - feature-extraction
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+ size_categories:
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+ - 1M<n<10M
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+ ---
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+
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+ # wolt-food-clip-ViT-B-32-embeddings
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+
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+ Qdrant's [Food Discovery](https://food-discovery.qdrant.tech/) demo relies on the dataset of food images from the Wolt
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+ app. Each point in the collection represents a dish with a single image. The image is represented as a vector of 512
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+ float numbers.
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+
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+ ## Generation process
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+
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+ The embeddings generated with clip-ViT-B-32 model have been generated using the following code snippet:
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+
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+ ```python
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+ from PIL import Image
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+ from sentence_transformers import SentenceTransformer
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+
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+ image_path = "5dbfd216-5cce-11eb-8122-de94874ad1c8_ns_takeaway_seelachs_ei_baguette.jpeg"
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+
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+ model = SentenceTransformer("clip-ViT-B-32")
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+ embedding = model.encode(Image.open(image_path))
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+ ```
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