| **To detect a label in an image** | |
| The following ``detect-labels`` example detects scenes and objects in an image stored in an Amazon S3 bucket. :: | |
| aws rekognition detect-labels \ | |
| --image '{"S3Object":{"Bucket":"bucket","Name":"image"}}' | |
| Output:: | |
| { | |
| "Labels": [ | |
| { | |
| "Instances": [], | |
| "Confidence": 99.15271759033203, | |
| "Parents": [ | |
| { | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Automobile" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 99.15271759033203, | |
| "Parents": [ | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 99.15271759033203, | |
| "Parents": [], | |
| "Name": "Transportation" | |
| }, | |
| { | |
| "Instances": [ | |
| { | |
| "BoundingBox": { | |
| "Width": 0.10616336017847061, | |
| "Top": 0.5039216876029968, | |
| "Left": 0.0037978808395564556, | |
| "Height": 0.18528179824352264 | |
| }, | |
| "Confidence": 99.15271759033203 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.2429988533258438, | |
| "Top": 0.5251884460449219, | |
| "Left": 0.7309805154800415, | |
| "Height": 0.21577216684818268 | |
| }, | |
| "Confidence": 99.1286392211914 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.14233611524105072, | |
| "Top": 0.5333095788955688, | |
| "Left": 0.6494812965393066, | |
| "Height": 0.15528248250484467 | |
| }, | |
| "Confidence": 98.48368072509766 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.11086395382881165, | |
| "Top": 0.5354844927787781, | |
| "Left": 0.10355594009160995, | |
| "Height": 0.10271988064050674 | |
| }, | |
| "Confidence": 96.45606231689453 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.06254628300666809, | |
| "Top": 0.5573825240135193, | |
| "Left": 0.46083059906959534, | |
| "Height": 0.053911514580249786 | |
| }, | |
| "Confidence": 93.65448760986328 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.10105438530445099, | |
| "Top": 0.534368634223938, | |
| "Left": 0.5743985772132874, | |
| "Height": 0.12226245552301407 | |
| }, | |
| "Confidence": 93.06217193603516 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.056389667093753815, | |
| "Top": 0.5235804319381714, | |
| "Left": 0.9427769780158997, | |
| "Height": 0.17163699865341187 | |
| }, | |
| "Confidence": 92.6864013671875 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.06003860384225845, | |
| "Top": 0.5441341400146484, | |
| "Left": 0.22409997880458832, | |
| "Height": 0.06737709045410156 | |
| }, | |
| "Confidence": 90.4227066040039 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.02848697081208229, | |
| "Top": 0.5107086896896362, | |
| "Left": 0, | |
| "Height": 0.19150497019290924 | |
| }, | |
| "Confidence": 86.65286254882812 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.04067881405353546, | |
| "Top": 0.5566273927688599, | |
| "Left": 0.316415935754776, | |
| "Height": 0.03428703173995018 | |
| }, | |
| "Confidence": 85.36471557617188 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.043411049991846085, | |
| "Top": 0.5394920110702515, | |
| "Left": 0.18293385207653046, | |
| "Height": 0.0893595889210701 | |
| }, | |
| "Confidence": 82.21705627441406 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.031183116137981415, | |
| "Top": 0.5579366683959961, | |
| "Left": 0.2853088080883026, | |
| "Height": 0.03989990055561066 | |
| }, | |
| "Confidence": 81.0157470703125 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.031113790348172188, | |
| "Top": 0.5504819750785828, | |
| "Left": 0.2580395042896271, | |
| "Height": 0.056484755128622055 | |
| }, | |
| "Confidence": 56.13441467285156 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.08586374670267105, | |
| "Top": 0.5438792705535889, | |
| "Left": 0.5128012895584106, | |
| "Height": 0.08550430089235306 | |
| }, | |
| "Confidence": 52.37760925292969 | |
| } | |
| ], | |
| "Confidence": 99.15271759033203, | |
| "Parents": [ | |
| { | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Car" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 98.9914321899414, | |
| "Parents": [], | |
| "Name": "Human" | |
| }, | |
| { | |
| "Instances": [ | |
| { | |
| "BoundingBox": { | |
| "Width": 0.19360728561878204, | |
| "Top": 0.35072067379951477, | |
| "Left": 0.43734854459762573, | |
| "Height": 0.2742200493812561 | |
| }, | |
| "Confidence": 98.9914321899414 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.03801717236638069, | |
| "Top": 0.5010883808135986, | |
| "Left": 0.9155802130699158, | |
| "Height": 0.06597328186035156 | |
| }, | |
| "Confidence": 85.02790832519531 | |
| } | |
| ], | |
| "Confidence": 98.9914321899414, | |
| "Parents": [], | |
| "Name": "Person" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 93.24951934814453, | |
| "Parents": [], | |
| "Name": "Machine" | |
| }, | |
| { | |
| "Instances": [ | |
| { | |
| "BoundingBox": { | |
| "Width": 0.03561960905790329, | |
| "Top": 0.6468243598937988, | |
| "Left": 0.7850857377052307, | |
| "Height": 0.08878646790981293 | |
| }, | |
| "Confidence": 93.24951934814453 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.02217046171426773, | |
| "Top": 0.6149078607559204, | |
| "Left": 0.04757237061858177, | |
| "Height": 0.07136218994855881 | |
| }, | |
| "Confidence": 91.5025863647461 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.016197510063648224, | |
| "Top": 0.6274210214614868, | |
| "Left": 0.6472989320755005, | |
| "Height": 0.04955997318029404 | |
| }, | |
| "Confidence": 85.14686584472656 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.020207518711686134, | |
| "Top": 0.6348286867141724, | |
| "Left": 0.7295016646385193, | |
| "Height": 0.07059963047504425 | |
| }, | |
| "Confidence": 83.34547424316406 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.020280985161662102, | |
| "Top": 0.6171894669532776, | |
| "Left": 0.08744934946298599, | |
| "Height": 0.05297485366463661 | |
| }, | |
| "Confidence": 79.9981460571289 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.018318990245461464, | |
| "Top": 0.623889148235321, | |
| "Left": 0.6836880445480347, | |
| "Height": 0.06730121374130249 | |
| }, | |
| "Confidence": 78.87144470214844 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.021310249343514442, | |
| "Top": 0.6167286038398743, | |
| "Left": 0.004064912907779217, | |
| "Height": 0.08317798376083374 | |
| }, | |
| "Confidence": 75.89361572265625 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.03604431077837944, | |
| "Top": 0.7030032277107239, | |
| "Left": 0.9254803657531738, | |
| "Height": 0.04569442570209503 | |
| }, | |
| "Confidence": 64.402587890625 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.009834849275648594, | |
| "Top": 0.5821820497512817, | |
| "Left": 0.28094568848609924, | |
| "Height": 0.01964157074689865 | |
| }, | |
| "Confidence": 62.79907989501953 | |
| }, | |
| { | |
| "BoundingBox": { | |
| "Width": 0.01475677452981472, | |
| "Top": 0.6137543320655823, | |
| "Left": 0.5950819253921509, | |
| "Height": 0.039063986390829086 | |
| }, | |
| "Confidence": 59.40483474731445 | |
| } | |
| ], | |
| "Confidence": 93.24951934814453, | |
| "Parents": [ | |
| { | |
| "Name": "Machine" | |
| } | |
| ], | |
| "Name": "Wheel" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 92.61514282226562, | |
| "Parents": [], | |
| "Name": "Road" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 92.37877655029297, | |
| "Parents": [ | |
| { | |
| "Name": "Person" | |
| } | |
| ], | |
| "Name": "Sport" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 92.37877655029297, | |
| "Parents": [ | |
| { | |
| "Name": "Person" | |
| } | |
| ], | |
| "Name": "Sports" | |
| }, | |
| { | |
| "Instances": [ | |
| { | |
| "BoundingBox": { | |
| "Width": 0.12326609343290329, | |
| "Top": 0.6332163214683533, | |
| "Left": 0.44815489649772644, | |
| "Height": 0.058117982000112534 | |
| }, | |
| "Confidence": 92.37877655029297 | |
| } | |
| ], | |
| "Confidence": 92.37877655029297, | |
| "Parents": [ | |
| { | |
| "Name": "Person" | |
| }, | |
| { | |
| "Name": "Sport" | |
| } | |
| ], | |
| "Name": "Skateboard" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 90.62931060791016, | |
| "Parents": [ | |
| { | |
| "Name": "Person" | |
| } | |
| ], | |
| "Name": "Pedestrian" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 88.81334686279297, | |
| "Parents": [], | |
| "Name": "Asphalt" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 88.81334686279297, | |
| "Parents": [], | |
| "Name": "Tarmac" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 88.23201751708984, | |
| "Parents": [], | |
| "Name": "Path" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 80.26520538330078, | |
| "Parents": [], | |
| "Name": "Urban" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 80.26520538330078, | |
| "Parents": [ | |
| { | |
| "Name": "Building" | |
| }, | |
| { | |
| "Name": "Urban" | |
| } | |
| ], | |
| "Name": "Town" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 80.26520538330078, | |
| "Parents": [], | |
| "Name": "Building" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 80.26520538330078, | |
| "Parents": [ | |
| { | |
| "Name": "Building" | |
| }, | |
| { | |
| "Name": "Urban" | |
| } | |
| ], | |
| "Name": "City" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 78.37934875488281, | |
| "Parents": [ | |
| { | |
| "Name": "Car" | |
| }, | |
| { | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Parking Lot" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 78.37934875488281, | |
| "Parents": [ | |
| { | |
| "Name": "Car" | |
| }, | |
| { | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Parking" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 74.37590026855469, | |
| "Parents": [ | |
| { | |
| "Name": "Building" | |
| }, | |
| { | |
| "Name": "Urban" | |
| }, | |
| { | |
| "Name": "City" | |
| } | |
| ], | |
| "Name": "Downtown" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 69.84622955322266, | |
| "Parents": [ | |
| { | |
| "Name": "Road" | |
| } | |
| ], | |
| "Name": "Intersection" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 57.68518829345703, | |
| "Parents": [ | |
| { | |
| "Name": "Sports Car" | |
| }, | |
| { | |
| "Name": "Car" | |
| }, | |
| { | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Coupe" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 57.68518829345703, | |
| "Parents": [ | |
| { | |
| "Name": "Car" | |
| }, | |
| { | |
| "Name": "Vehicle" | |
| }, | |
| { | |
| "Name": "Transportation" | |
| } | |
| ], | |
| "Name": "Sports Car" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 56.59492111206055, | |
| "Parents": [ | |
| { | |
| "Name": "Path" | |
| } | |
| ], | |
| "Name": "Sidewalk" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 56.59492111206055, | |
| "Parents": [ | |
| { | |
| "Name": "Path" | |
| } | |
| ], | |
| "Name": "Pavement" | |
| }, | |
| { | |
| "Instances": [], | |
| "Confidence": 55.58770751953125, | |
| "Parents": [ | |
| { | |
| "Name": "Building" | |
| }, | |
| { | |
| "Name": "Urban" | |
| } | |
| ], | |
| "Name": "Neighborhood" | |
| } | |
| ], | |
| "LabelModelVersion": "2.0" | |
| } | |
| For more information, see `Detecting Labels in an Image <https://docs.aws.amazon.com/rekognition/latest/dg/labels-detect-labels-image.html>`__ in the *Amazon Rekognition Developer Guide*. | |