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cars.","confidence":0.8196,"words":[{"word":"This","start_time":0.12,"end_time":0.281},{"word":"demo","start_time":0.321,"end_time":0.602},{"word":"is","start_time":0.702,"end_time":0.802},{"word":"a","start_time":0.862,"end_time":0.882},{"word":"demo","start_time":0.923,"end_time":1.243},{"word":"of","start_time":1.364,"end_time":1.444},{"word":"using","start_time":1.604,"end_time":1.845},{"word":"MediaFlows","start_time":1.905,"end_time":2.447},{"word":"to","start_time":2.848,"end_time":2.928},{"word":"moderate","start_time":3.008,"end_time":3.389},{"word":"user-generated","start_time":3.51,"end_time":4.191},{"word":"content","start_time":4.252,"end_time":4.653},{"word":"for","start_time":4.693,"end_time":4.833},{"word":"a","start_time":4.873,"end_time":4.913},{"word":"web","start_time":4.974,"end_time":5.194},{"word":"marketplace","start_time":5.234,"end_time":5.776},{"word":"that","start_time":6.117,"end_time":6.237},{"word":"sells","start_time":6.277,"end_time":6.538},{"word":"second-hand","start_time":6.598,"end_time":7.14},{"word":"cars.","start_time":7.18,"end_time":7.3}],"alternatives":[],"language":"en"},{"transcript":" Let's say that the business process requires someone to manually review each image that is uploaded by users.","confidence":0.7883333333333332,"words":[{"word":"Let's","start_time":8.482,"end_time":8.662},{"word":"say","start_time":8.702,"end_time":8.943},{"word":"that","start_time":9.344,"end_time":9.465},{"word":"the","start_time":9.505,"end_time":9.605},{"word":"business","start_time":9.665,"end_time":10.046},{"word":"process","start_time":10.087,"end_time":10.488},{"word":"requires","start_time":10.528,"end_time":10.949},{"word":"someone","start_time":10.989,"end_time":11.27},{"word":"to","start_time":11.311,"end_time":11.411},{"word":"manually","start_time":11.551,"end_time":12.073},{"word":"review","start_time":12.153,"end_time":12.494},{"word":"each","start_time":12.615,"end_time":12.775},{"word":"image","start_time":12.875,"end_time":13.136},{"word":"that","start_time":13.176,"end_time":13.317},{"word":"is","start_time":13.357,"end_time":13.437},{"word":"uploaded","start_time":13.578,"end_time":13.939},{"word":"by","start_time":13.999,"end_time":14.099},{"word":"users.","start_time":14.2,"end_time":14.3}],"alternatives":[],"language":"en"},{"transcript":" The need is to check car images for visible damage.","confidence":0.7872999999999999,"words":[{"word":"The","start_time":15.444,"end_time":15.525},{"word":"need","start_time":15.565,"end_time":15.726},{"word":"is","start_time":15.767,"end_time":15.847},{"word":"to","start_time":15.887,"end_time":15.968},{"word":"check","start_time":16.008,"end_time":16.21},{"word":"car","start_time":16.27,"end_time":16.492},{"word":"images","start_time":16.572,"end_time":16.935},{"word":"for","start_time":16.995,"end_time":17.116},{"word":"visible","start_time":17.156,"end_time":17.479},{"word":"damage.","start_time":17.519,"end_time":17.66}],"alternatives":[],"language":"en"},{"transcript":" We are going to set a process to automate this workflow and reduce the time that is spent on labeling the images, whether there is a dent or 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we will use Cloudinary AI Vision capabilities that will analyze the image","confidence":0.7915833333333332,"words":[{"word":"we","start_time":26.662,"end_time":26.742},{"word":"will","start_time":26.762,"end_time":26.903},{"word":"use","start_time":26.963,"end_time":27.084},{"word":"Cloudinary","start_time":27.164,"end_time":27.787},{"word":"AI","start_time":27.928,"end_time":28.209},{"word":"Vision","start_time":28.31,"end_time":28.611},{"word":"capabilities","start_time":28.652,"end_time":29.295},{"word":"that","start_time":29.335,"end_time":29.456},{"word":"will","start_time":29.476,"end_time":29.637},{"word":"analyze","start_time":29.737,"end_time":30.079},{"word":"the","start_time":30.119,"end_time":30.199},{"word":"image","start_time":30.219,"end_time":30.32}],"alternatives":[],"language":"en"},{"transcript":" and media flows to build relevant business 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block,","confidence":0.7881428571428571,"words":[{"word":"The","start_time":35.126,"end_time":35.207},{"word":"flow","start_time":35.248,"end_time":35.45},{"word":"begins","start_time":35.49,"end_time":35.813},{"word":"with","start_time":35.894,"end_time":36.035},{"word":"a","start_time":36.096,"end_time":36.116},{"word":"trigger","start_time":36.197,"end_time":36.439},{"word":"block,","start_time":36.459,"end_time":36.56}],"alternatives":[],"language":"en"},{"transcript":" which is when images are uploaded to Cloudinary and to certain 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answer.","confidence":0.7314999999999999,"words":[{"word":"a","start_time":47.001,"end_time":47.081},{"word":"very","start_time":48.007,"end_time":48.249},{"word":"simple","start_time":48.309,"end_time":48.591},{"word":"question","start_time":48.652,"end_time":49.034},{"word":"and","start_time":49.376,"end_time":49.477},{"word":"it","start_time":49.517,"end_time":49.558},{"word":"will","start_time":49.578,"end_time":49.739},{"word":"answer.","start_time":49.819,"end_time":49.94}],"alternatives":[],"language":"en"},{"transcript":" In this case, I actually defined it here.","confidence":0.7926249999999999,"words":[{"word":"In","start_time":51.005,"end_time":51.065},{"word":"this","start_time":51.105,"end_time":51.226},{"word":"case,","start_time":51.287,"end_time":51.528},{"word":"I","start_time":52.012,"end_time":52.072},{"word":"actually","start_time":52.193,"end_time":52.495},{"word":"defined","start_time":52.556,"end_time":52.958},{"word":"it","start_time":53.019,"end_time":53.059},{"word":"here.","start_time":53.079,"end_time":53.18}],"alternatives":[],"language":"en"},{"transcript":" If the car in the image contains visual damage or dent, this is a yes.","confidence":0.7488666666666667,"words":[{"word":"If","start_time":54.292,"end_time":54.392},{"word":"the","start_time":54.432,"end_time":54.533},{"word":"car","start_time":54.573,"end_time":54.814},{"word":"in","start_time":54.874,"end_time":54.934},{"word":"the","start_time":54.954,"end_time":55.034},{"word":"image","start_time":55.095,"end_time":55.336},{"word":"contains","start_time":55.376,"end_time":55.817},{"word":"visual","start_time":55.978,"end_time":56.42},{"word":"damage","start_time":56.48,"end_time":56.861},{"word":"or","start_time":56.922,"end_time":57.002},{"word":"dent,","start_time":57.062,"end_time":57.343},{"word":"this","start_time":58.046,"end_time":58.207},{"word":"is","start_time":58.287,"end_time":58.347},{"word":"a","start_time":58.367,"end_time":58.387},{"word":"yes.","start_time":58.407,"end_time":58.508}],"alternatives":[],"language":"en"},{"transcript":" If the car in the image doesn't have any visual damage, then this is a no.","confidence":0.7424375000000001,"words":[{"word":"If","start_time":60.872,"end_time":60.953},{"word":"the","start_time":60.993,"end_time":61.073},{"word":"car","start_time":61.114,"end_time":61.295},{"word":"in","start_time":61.315,"end_time":61.395},{"word":"the","start_time":61.415,"end_time":61.476},{"word":"image","start_time":61.536,"end_time":61.797},{"word":"doesn't","start_time":61.858,"end_time":62.139},{"word":"have","start_time":62.199,"end_time":62.34},{"word":"any","start_time":62.401,"end_time":62.521},{"word":"visual","start_time":62.582,"end_time":62.903},{"word":"damage,","start_time":62.964,"end_time":63.305},{"word":"then","start_time":63.406,"end_time":63.567},{"word":"this","start_time":63.607,"end_time":63.768},{"word":"is","start_time":63.828,"end_time":63.909},{"word":"a","start_time":63.929,"end_time":63.949},{"word":"no.","start_time":63.969,"end_time":64.009}],"alternatives":[],"language":"en"},{"transcript":" I built this prompt because I want to take different actions in case the answer is yes or no.","confidence":0.8180526315789473,"words":[{"word":"I","start_time":68.192,"end_time":68.293},{"word":"built","start_time":68.313,"end_time":68.514},{"word":"this","start_time":68.554,"end_time":68.694},{"word":"prompt","start_time":68.755,"end_time":69.056},{"word":"because","start_time":69.116,"end_time":69.337},{"word":"I","start_time":69.377,"end_time":69.418},{"word":"want","start_time":69.458,"end_time":69.598},{"word":"to","start_time":69.638,"end_time":69.699},{"word":"take","start_time":69.739,"end_time":69.88},{"word":"different","start_time":69.92,"end_time":70.201},{"word":"actions","start_time":70.301,"end_time":70.663},{"word":"in","start_time":70.844,"end_time":70.924},{"word":"case","start_time":70.964,"end_time":71.165},{"word":"the","start_time":71.205,"end_time":71.306},{"word":"answer","start_time":71.406,"end_time":71.707},{"word":"is","start_time":71.768,"end_time":71.828},{"word":"yes","start_time":71.888,"end_time":72.089},{"word":"or","start_time":72.149,"end_time":72.21},{"word":"no.","start_time":72.25,"end_time":72.29}],"alternatives":[],"language":"en"},{"transcript":" In the following media flows block, I will use a condition block that allows me to take different path in the workflow, depending on the 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We have a check here and we have X here.","confidence":0.7355000000000002,"words":[{"word":"We","start_time":81.715,"end_time":81.816},{"word":"have","start_time":81.856,"end_time":81.977},{"word":"a","start_time":82.018,"end_time":82.058},{"word":"check","start_time":82.099,"end_time":82.301},{"word":"here","start_time":82.341,"end_time":82.462},{"word":"and","start_time":82.503,"end_time":82.584},{"word":"we","start_time":82.604,"end_time":82.685},{"word":"have","start_time":82.725,"end_time":82.826},{"word":"X","start_time":82.846,"end_time":82.866},{"word":"here.","start_time":82.907,"end_time":83.089}],"alternatives":[],"language":"en"},{"transcript":" the block is configured to check the first variable from the AI Vision 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there is a dent, we go to the Structured Metadata block.","confidence":0.7500833333333334,"words":[{"word":"If","start_time":96.446,"end_time":96.507},{"word":"there","start_time":96.547,"end_time":96.688},{"word":"is","start_time":96.748,"end_time":96.828},{"word":"a","start_time":96.868,"end_time":96.908},{"word":"dent,","start_time":96.969,"end_time":97.27},{"word":"we","start_time":97.672,"end_time":97.792},{"word":"go","start_time":97.812,"end_time":97.933},{"word":"to","start_time":97.993,"end_time":98.094},{"word":"the","start_time":98.114,"end_time":98.174},{"word":"Structured","start_time":98.254,"end_time":98.737},{"word":"Metadata","start_time":98.837,"end_time":99.319},{"word":"block.","start_time":99.339,"end_time":99.44}],"alternatives":[],"language":"en"},{"transcript":" We will update the Structured Metadata field with a Yes 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In case there is no dent, it will have no in the structured metadata 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vision block prompt one more 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And this time, I want to ask a different question.","confidence":0.7215,"words":[{"word":"And","start_time":126.704,"end_time":126.804},{"word":"this","start_time":126.845,"end_time":126.986},{"word":"time,","start_time":127.046,"end_time":127.248},{"word":"I","start_time":127.852,"end_time":127.912},{"word":"want","start_time":127.953,"end_time":128.074},{"word":"to","start_time":128.094,"end_time":128.154},{"word":"ask","start_time":128.194,"end_time":128.356},{"word":"a","start_time":128.396,"end_time":128.436},{"word":"different","start_time":128.476,"end_time":128.738},{"word":"question.","start_time":128.759,"end_time":128.96}],"alternatives":[],"language":"en"},{"transcript":" I want to have a description of the car dent, the location of it, and the severity of it.","confidence":0.7559473684210527,"words":[{"word":"I","start_time":130.142,"end_time":130.182},{"word":"want","start_time":130.222,"end_time":130.383},{"word":"to","start_time":130.403,"end_time":130.463},{"word":"have","start_time":130.483,"end_time":130.604},{"word":"a","start_time":130.644,"end_time":130.664},{"word":"description","start_time":130.724,"end_time":131.246},{"word":"of","start_time":131.287,"end_time":131.347},{"word":"the","start_time":131.387,"end_time":131.467},{"word":"car","start_time":131.528,"end_time":131.809},{"word":"dent,","start_time":131.849,"end_time":132.11},{"word":"the","start_time":132.712,"end_time":132.812},{"word":"location","start_time":132.853,"end_time":133.415},{"word":"of","start_time":133.475,"end_time":133.535},{"word":"it,","start_time":133.596,"end_time":133.656},{"word":"and","start_time":133.756,"end_time":133.836},{"word":"the","start_time":133.897,"end_time":133.977},{"word":"severity","start_time":134.037,"end_time":134.579},{"word":"of","start_time":134.599,"end_time":134.64},{"word":"it.","start_time":134.66,"end_time":134.7}],"alternatives":[],"language":"en"},{"transcript":" What is important to understand is that I call the AI vision block for the second 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that actually have a car dent the condition block allows me to be much more efficient in 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automation so in this case i'm updating a different metadata field with the dent description from 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ai vision block what i'm going to do now is to upload all the car images i didn't really 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about it for the sake of time but in this flow i just added another block here to move 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It takes a few seconds to have all the cars processed,","confidence":0.8278181818181818,"words":[{"word":"It","start_time":172.363,"end_time":172.424},{"word":"takes","start_time":172.464,"end_time":172.666},{"word":"a","start_time":172.706,"end_time":172.726},{"word":"few","start_time":172.787,"end_time":172.948},{"word":"seconds","start_time":172.988,"end_time":173.311},{"word":"to","start_time":173.371,"end_time":173.452},{"word":"have","start_time":173.492,"end_time":173.633},{"word":"all","start_time":173.673,"end_time":173.794},{"word":"the","start_time":173.835,"end_time":173.895},{"word":"cars","start_time":173.936,"end_time":174.218},{"word":"processed,","start_time":174.258,"end_time":174.5}],"alternatives":[],"language":"en"},{"transcript":" and the reason for that is that all the images have to go through all the blocks that we created in the 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Some of the blocks take a few seconds to process, especially AI Vision.","confidence":0.7544615384615382,"words":[{"word":"Some","start_time":181.422,"end_time":181.583},{"word":"of","start_time":181.603,"end_time":181.663},{"word":"the","start_time":181.703,"end_time":181.763},{"word":"blocks","start_time":181.804,"end_time":182.085},{"word":"take","start_time":182.145,"end_time":182.326},{"word":"a","start_time":182.366,"end_time":182.386},{"word":"few","start_time":182.447,"end_time":182.607},{"word":"seconds","start_time":182.668,"end_time":183.009},{"word":"to","start_time":183.07,"end_time":183.19},{"word":"process,","start_time":183.23,"end_time":183.652},{"word":"especially","start_time":184.315,"end_time":184.778},{"word":"AI","start_time":184.798,"end_time":184.838},{"word":"Vision.","start_time":184.938,"end_time":185.28}],"alternatives":[],"language":"en"},{"transcript":" Let's refresh and see if all the cars that are in the good-to-go folder, which is here, have no 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Here we see all the cars that were returned and have a dent, and we can see the dent 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This image shows a significant dent on the rear quarter panel bumper area of what appears to be a silver-gray vehicle, etc., 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Let's go back to the flow and check the logs again for all the different 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you can see that this image, for example, went through the Cloudinary upload trigger, through the AI vision 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And then because there were no dent, it was moved to the right folder, the good-to-go 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This is how you use Vision AI to tag assets, add metadata, and place them in the right folders to fit your business 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