Same search results for searching very different images.

[elliotsayes]

trafficstars

Using the unsplash-images collection: https://playground.getvectorai.com/collections/?collection=unsplash-images

result for: vi_client.search_image('unsplash-images', image_url, ['image_url_vector_']) with image_url as: https://www.rover.com/blog/wp-content/uploads/2020/06/siberian-husky-4735878_1920.jpg https://davidkerrphotography.co.nz/wp-content/uploads/2016/10/Slide01.jpg

identical result for both:

{'count': 17506,
 'results': [{'_clusters_': {},
              '_id': 'tLUgvVaCQnY',
              '_search_score': 0.6311334,
              'dictionary_label_1': 'wineglasses',
              'dictionary_label_2': 'delftware',
              'image_url': 'https://images.unsplash.com/photo-1540735242080-bc0ad0cdcd1e?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.205446',
              'likes': 150005},
             {'_clusters_': {},
              '_id': 'wVMuNOSt5KY',
              '_search_score': 0.6278121000000001,
              'dictionary_label_2': 'bootstrapping',
              'image_url': 'https://images.unsplash.com/photo-1556912743-90a361c19b16?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.018132',
              'likes': 173693},
             {'_clusters_': {},
              '_id': 'kkBXGVE9k-8',
              '_search_score': 0.626989,
              'dictionary_label_1': 'occupant',
              'dictionary_label_2': 'catabolized',
              'image_url': 'https://images.unsplash.com/photo-1526529516337-f40ddc5532e2?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.129598',
              'likes': 627490},
             {'_clusters_': {},
              '_id': 'pLshzlb5yOA',
              '_search_score': 0.6268415,
              'dictionary_label_2': 'wood',
              'image_url': 'https://images.unsplash.com/photo-1582459208380-f99d357adf33?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.096761',
              'likes': 173756},
             {'_clusters_': {},
              '_id': 'sHmW616civc',
              '_search_score': 0.6268100999999999,
              'dictionary_label_2': 'trail',
              'image_url': 'https://images.unsplash.com/photo-1556674524-65bf99573bef?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.000302',
              'likes': 682592},
             {'_clusters_': {},
              '_id': 'VoTqMJLLSI8',
              '_search_score': 0.6235797000000001,
              'dictionary_label_1': 'trays',
              'dictionary_label_2': 'dishware',
              'image_url': 'https://images.unsplash.com/photo-1569272559969-2a9275513966?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.202763',
              'likes': 172006},
             {'_clusters_': {},
              '_id': 'XcWKh-GF69M',
              '_search_score': 0.6210401999999999,
              'dictionary_label_2': 'obliging',
              'image_url': 'https://images.unsplash.com/photo-1581280227715-56d3062138a9?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:20.517206',
              'likes': 678324},
             {'_clusters_': {},
              '_id': 'b2_pVdk4lGI',
              '_search_score': 0.6187004,
              'dictionary_label_2': 'jukebox',
              'image_url': 'https://images.unsplash.com/photo-1568967906094-1d0acfbf0676?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:20.509971',
              'likes': 138088},
             {'_clusters_': {},
              '_id': '22HltbHJbPI',
              '_search_score': 0.6182232000000001,
              'dictionary_label_1': 'shoreline',
              'dictionary_label_2': 'buckeens',
              'image_url': 'https://images.unsplash.com/photo-1541514467948-60ec8a24e84f?w=300&q=80',
              'insert_date_': '2021-02-25T09:44:25.156647',
              'likes': 758805},
             {'_clusters_': {},
              '_id': 'uM3pEsEkPHA',
              '_search_score': 0.6179558,
              'dictionary_label_2': 'dewclaw',
              'image_url': 'https://images.unsplash.com/photo-1572725364984-c2a074c6740c?w=300&q=80',
              'insert_date_': '2021-02-25T03:38:08.111128',
              'likes': 655907}]}

[boba-and-beer]

Hi- can you please run the following and send the output?

import vectorai vectorai.__version__

I will check what is happening with the encoding.

[elliotsayes]

>>> vectorai.__version__
'0.2.5'

I have also noticed that searching on one of the images in the collection (e.g https://images.unsplash.com/photo-1543470388-80a8f5281639?w=300&q=80 ) does not return that image. In some cases the results seem unrelated.

[boba-and-beer]

@elliotsayes I think this is the case where the model being used to encode in the search_image endpoint does not match the model being used for unsplash_images. For matching the images found in unsplash images, I believe the model being used there is https://hub.getvectorai.com/model/image%2Fbit-medium and then using the search API or SDK method

[elliotsayes]

Is there a way to select the model for the search_image endpoint? I want to generate the vector on the server, and ideally not bother with transferring the vector back and forth.