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docs: changing the link of the code
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GabrielBeFr authored and raphael0202 committed Jan 24, 2023
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2 changes: 1 addition & 1 deletion doc/research/logo-detection/ann-benchmark.md
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Expand Up @@ -34,7 +34,7 @@ HNSW indexes are adjustable trhough three parameters:

## Benchmark

You can find the code of the various benchmarks [here](/~https://github.com/openfoodfacts/openfoodfacts-ai/tree/607ec6a/logo-ann/benchmark-ann).
You can find the code of the various benchmarks [here](/~https://github.com/openfoodfacts/openfoodfacts-ai/tree/develop/logo-ann/benchmarks/ANN_benchmark).

Here are the results obtained with **Faiss** :

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2 changes: 1 addition & 1 deletion doc/research/logo-detection/embedding-benchmark.md
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Expand Up @@ -8,7 +8,7 @@ Logo embeddings were computed using each model. For each logo, two different dis

To keep the comparison fair and avoid favoring classes with many samples, for each target image, we only considered at most 4 items of each class. These items were sampled at random among the class items. As each class contains at least 5 items, all classes (including the target class, i.e. the class of the target logo) have 4 candidates. With this setting, an oracle model would have a recall@4 of 1.

The *val* split was used to perform this benchmark. The benchmark code can be found [here](/~https://github.com/openfoodfacts/openfoodfacts-ai/tree/607ec6a/logo-ann/benchmark-embedding).
The *val* split was used to perform this benchmark. The benchmark code can be found [here](/~https://github.com/openfoodfacts/openfoodfacts-ai/tree/develop/logo-ann/benchmarks/embedding_models_benchmark).

We use the following metrics:

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