issue_comments: 620771067
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| html_url | issue_url | id | node_id | user | created_at | updated_at | author_association | body | reactions | issue | performed_via_github_app |
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| https://github.com/dogsheep/dogsheep-photos/issues/14#issuecomment-620771067 | https://api.github.com/repos/dogsheep/dogsheep-photos/issues/14 | 620771067 | MDEyOklzc3VlQ29tbWVudDYyMDc3MTA2Nw== | 9599 | 2020-04-28T18:12:34Z | 2020-04-28T18:15:38Z | MEMBER | Python library docs: https://googleapis.dev/python/vision/latest/index.html I'm creating a new project for this called simonwillison-photos: https://console.cloud.google.com/projectcreate https://console.cloud.google.com/home/dashboard?project=simonwillison-photos Then I enabled the Vision API. The direct link to https://console.cloud.google.com/flows/enableapi?apiid=vision-json.googleapis.com which they provided in the docs didn't work - it gave me a "You don't have sufficient permissions to use the requested API" error - but starting at the "Enable APIs" page and searching for it worked fine. I created a new service account as an "owner" of that project: https://console.cloud.google.com/apis/credentials/serviceaccountkey (and complained about it on Twitter and through their feedback form) `pip install google-cloud-vision` ```python from google.cloud import vision client = vision.ImageAnnotatorClient.from_service_account_file("simonwillison-photos-18c570b301fe.json") # Photo of a lemur response = client.annotate_image( { "image": { "source": { "image_uri": "https://photos.simonwillison.net/i/1b3414ee9ade67ce04ade9042e6d4b433d1e523c9a16af17f490e2c0a619755b.jpeg" } }, "features": [ {"type": vision.enums.Feature.Type.IMAGE_PROPERTIES}, {"type": vision.enums.Feature.Type.OBJECT_LOCALIZATION}, {"type": vision.enums.Feature.Type.LABEL_DETECTION}, ], } ) response ``` Output is: ``` label_annotations { mid: "/m/09686" description: "Vertebrate" score: 0.9851104021072388 topicality: 0.9851104021072388 } label_annotations { mid: "/m/04rky" description: "Mammal" score: 0.975814163684845 topicality: 0.975814163684845 } label_annotations { mid: "/m/01280g" description: "Wildlife" score: 0.8973650336265564 topicality: 0.8973650336265564 } label_annotations { mid: "/m/02f9pk" description: "Lemur" score: 0.8270352482795715 topicality: 0.8270352482795715 } label_annotations { mid: "/m/0fbf1m" description: "Terrestrial animal" score: 0.7443860769271851 topicality: 0.7443860769271851 } label_annotations { mid: "/m/06z_nw" description: "Tail" score: 0.6934166550636292 topicality: 0.6934166550636292 } label_annotations { mid: "/m/0b5gs" description: "Branch" score: 0.6203985214233398 topicality: 0.6203985214233398 } label_annotations { mid: "/m/05s2s" description: "Plant" score: 0.585474967956543 topicality: 0.585474967956543 } label_annotations { mid: "/m/089v3" description: "Zoo" score: 0.5488107800483704 topicality: 0.5488107800483704 } label_annotations { mid: "/m/02tcwp" description: "Trunk" score: 0.5200017690658569 topicality: 0.5200017690658569 } image_properties_annotation { dominant_colors { colors { color { red: 172.0 green: 146.0 blue: 116.0 } score: 0.24523821473121643 pixel_fraction: 0.027533333748579025 } colors { color { red: 54.0 green: 50.0 blue: 42.0 } score: 0.10449723154306412 pixel_fraction: 0.12893334031105042 } colors { color { red: 141.0 green: 121.0 blue: 97.0 } score: 0.1391485631465912 pixel_fraction: 0.039133332669734955 } colors { color { red: 28.0 green: 25.0 blue: 20.0 } score: 0.08589499443769455 pixel_fraction: 0.11506666988134384 } colors { color { red: 87.0 green: 82.0 blue: 74.0 } score: 0.0845794677734375 pixel_fraction: 0.16113333404064178 } colors { color { red: 121.0 green: 117.0 blue: 108.0 } score: 0.05901569500565529 pixel_fraction: 0.13379999995231628 } colors { color { red: 94.0 green: 83.0 blue: 66.0 } score: 0.049011144787073135 pixel_fraction: 0.03946666792035103 } colors { color { red: 155.0 green: 117.0 blue: 90.0 } score: 0.04164913296699524 pixel_fraction: 0.0023333332501351833 } colors { color { red: 178.0 green: 143.0 blue: 102.0 } score: 0.02993861958384514 pixel_fraction: 0.0012666666880249977 } colors { color { red: 61.0 green: 51.0 blue: 35.0 } score: 0.027391711249947548 pixel_fraction: 0.01953333243727684 } } } crop_hints_annotation { crop_hints { bounding_poly { vertices { x: 2073 } vertices { x: 4008 } vertices { x: 4008 y: 3455 } vertices { x: 2073 y: 3455 } } confidence: 0.65625 importance_fraction: 0.746666669845581 } } localized_object_annotations { mid: "/m/0jbk" name: "Animal" score: 0.7008256912231445 bounding_poly { normalized_vertices { x: 0.0390297956764698 y: 0.26235100626945496 } normalized_vertices { x: 0.8466796875 y: 0.26235100626945496 } normalized_vertices { x: 0.8466796875 y: 0.9386426210403442 } normalized_vertices { x: 0.0390297956764698 y: 0.9386426210403442 } } } ``` | {"total_count": 0, "+1": 0, "-1": 0, "laugh": 0, "hooray": 0, "confused": 0, "heart": 0, "rocket": 0, "eyes": 0} | 608512747 |