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First version of the dataset
Browse files- README.md +29 -0
- data/part-00-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-01-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-02-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-03-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-04-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-05-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-06-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-07-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-08-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-09-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-10-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-11-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-12-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-13-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-14-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-15-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-16-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-17-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-18-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-19-wolt-clip-ViT-B-32.parquet +3 -0
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- data/part-22-wolt-clip-ViT-B-32.parquet +3 -0
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- data/part-32-wolt-clip-ViT-B-32.parquet +3 -0
- data/part-33-wolt-clip-ViT-B-32.parquet +3 -0
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README.md
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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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# wolt-food-clip-ViT-B-32-embeddings
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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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## Generation process
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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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```python
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from PIL import Image
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from sentence_transformers import SentenceTransformer
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image_path = "5dbfd216-5cce-11eb-8122-de94874ad1c8_ns_takeaway_seelachs_ei_baguette.jpeg"
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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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