{"id":26863834,"url":"https://github.com/vikpires/ds_vision-studio-azure","last_synced_at":"2025-03-31T03:32:56.542Z","repository":{"id":282664629,"uuid":"945274157","full_name":"vikpires/DS_vision-studio-azure","owner":"vikpires","description":"Exploring the capabilities of Vision Studio by Azure AI Services to detect faces, read text OCR, and analyze images.","archived":false,"fork":false,"pushed_at":"2025-03-16T20:52:52.000Z","size":5873,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-31T03:32:53.436Z","etag":null,"topics":["ai","ai-900","azure","data-science","dio-bootcamp","vision-studio"],"latest_commit_sha":null,"homepage":"","language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/vikpires.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2025-03-09T03:30:30.000Z","updated_at":"2025-03-16T20:52:55.000Z","dependencies_parsed_at":"2025-03-16T06:33:59.479Z","dependency_job_id":null,"html_url":"https://github.com/vikpires/DS_vision-studio-azure","commit_stats":null,"previous_names":["vikpires/ds_vision-studio-azure"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vikpires%2FDS_vision-studio-azure","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vikpires%2FDS_vision-studio-azure/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vikpires%2FDS_vision-studio-azure/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vikpires%2FDS_vision-studio-azure/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vikpires","download_url":"https://codeload.github.com/vikpires/DS_vision-studio-azure/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":246413363,"owners_count":20773052,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["ai","ai-900","azure","data-science","dio-bootcamp","vision-studio"],"created_at":"2025-03-31T03:32:55.822Z","updated_at":"2025-03-31T03:32:56.532Z","avatar_url":"https://github.com/vikpires.png","language":null,"funding_links":[],"categories":[],"sub_categories":[],"readme":"# Azure Vision Studio\n\n\u003e Challenge created as part of the Microsoft AI Fundamentals Bootcamp by DIO, based on the tutorials:\n\n- [Detect faces in Vision Studio](https://aka.ms/ai900-face)\n- [Read text in Vision Studio](https://aka.ms/ai900-ocr)\n- [Analyze images in Vision Studio](https://aka.ms/ai900-image-analysis)\n\n---\n\n## 1. Detect Faces in Vision Studio\n\n### 1.1. Provision an Azure AI services resource\n\n- Start by provisioning an Azure AI services in the Azure portal.\n\n- Search for `Azure AI services` in the Azure portal and create a new Azure AI services resource.\n\n### 1.2. Connect Azure AI service resource to Vision Studio\n\n- Navigate to [Vision Studio](https://portal.vision.cognitive.azure.com).\n\n- On the Getting started with Vision landing page, select the **Face** tab and then select the **Detect Faces** in an image tile.\n\n- Under the Try It Out subheading, acknowledge the resource usage policy by reading and checking the box.\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./assets/vision-studio-interface-detect-faces.png\" title=\"Vision Studio interface: Detect faces\" width=\"75%\" /\u003e \n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003eVision Studio Interface - Detect Faces\u003c/div\u003e\n\n### 1.3. Upload the images\n\nThe following images can be found in the folder \u003ca href= './inputs/detect-faces'\u003edetect-faces\u003c/a\u003e.\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./inputs/detect-faces/store-camera-1.jpg\" title=\"Woman and a girl in a grocery store\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 01\u003c/div\u003e\n\u003cbr /\u003e\n\u003cbr /\u003e\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./inputs/detect-faces/store-camera-2.jpg\" title=\"Man, woman and girl in a grocery store\" width=\"75%\" /\u003e \n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 02\u003c/div\u003e\n\u003cbr /\u003e\n\u003cbr /\u003e\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./inputs/detect-faces/store-camera-3.jpg\" title=\"A woman with her face covered for a sticker of a plant and a girl in a grocery store.\" width=\"75%\" /\u003e \n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 03\u003c/div\u003e\n\n### 1.4. Output\n\n**Detected Faces - Image 01:**\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./output/detect-faces/store-camera-1.png\" title=\"Detect face of the image 01\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\nJSON attributes generated \u003ca href= './output/detect-faces/image01-attributes.json'\u003ehere\u003c/a\u003e.\n\u003c/div\u003e\n\u003cbr /\u003e\n\u003cbr /\u003e\n\n**Detected Faces - Image 02:**\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./output/detect-faces/store-camera-2.png\" title=\"Detect face of the image 02\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\n\u003cdiv align=\"center\"\u003e\nJSON attributes generated \u003ca href= './output/detect-faces/image02-attributes.json'\u003ehere\u003c/a\u003e.\n\u003c/div\u003e\n\u003cbr /\u003e\n\n**Detected Faces - Image 03:**\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./output/detect-faces/store-camera-3.png\" title=\"Detect face of the image 03\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cbr /\u003e\n\n```\nNo face detected\n```\n\n\u003cbr /\u003e\n\n## 2. Read text in Vision Studio\n\n### 2.1. Navigate to Vision Studio\n\n- Navigate to [Vision Studio](https://portal.vision.cognitive.azure.com).\n\n- On the Getting started with Vision landing page, **Optical character recognition**, and then the **Extract text from images tile**.\n\n- Under the Try It Out subheading, acknowledge the resource usage policy by reading and checking the box.\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./assets/vision-studio-interface-ocr.png\" title=\"Vision Studio Interface: OCR\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eVision Studio Interface - OCR\u003c/div\u003e\n\n### 2.2. Upload the images\n\n- The following images can be found in the folder \u003ca href= './inputs/read-text-ocr'\u003eread-text-ocr\u003c/a\u003e.\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./inputs/read-text-ocr/advert.jpg\" title=\"Supermarket advert\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 01\u003c/div\u003e\n\u003cbr /\u003e\n\n\u003cdiv align=\"center\"\u003e \n    \u003cimg src=\"./inputs/read-text-ocr/receipt.jpg\" title=\"Receipt\"  width=\"50%\" /\u003e \n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 02\u003c/div\u003e\n\n### 2.3. Outputs\n\n**Extracted Text - Image 01:**\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./output/read-text-ocr/advert-ocr.png\" title=\"Supermarket advert's OCR\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cbr /\u003e\n\n```\nNorthwindTraders\nPIEWINNER\nFreshproduce,\nfriendlyservice\nOpen7daysaweek\n\n```\n\n\u003cdiv align=\"center\"\u003e \nJSON attributes generated \u003ca href= './output/read-text-ocr/image01-attributes.json'\u003ehere\u003c/a\u003e.\n\u003c/div\u003e\n\u003cbr /\u003e\n\u003cbr /\u003e\n\n**Extracted Text - Image 02:**\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./output/read-text-ocr/receipt-ocr.png\" title=\"Receipt's OCR\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cbr /\u003e\n\n```\nNorthwindTraders\n123MainStreet\n555-123-4567\n2/17/202013:07\n1Apple\n$0.90\n1Orange\n$0.80\nSub-Total\n$1.70\nTax\n$0.17\nTotal\n$1.87\n\n```\n\n\u003cdiv align=\"center\"\u003e \nJSON attributes generated \u003ca href= './output/read-text-ocr/image02-attributes.json'\u003ehere\u003c/a\u003e.\n\u003c/div\u003e\n\u003cbr /\u003e\n\n## 3. Analyze images in Visual Studio\n\n### 3.1. Navigate to Vision Studio\n\n- Navigate to [Vision Studio](https://portal.vision.cognitive.azure.com).\n\n- On the Getting started with _Vision_ landing page, **Image analysis**, and then the **Add captions to images**.\n\n- Under the Try It Out subheading, acknowledge the resource usage policy by reading and checking the box.\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./assets/vision-studio-interface-image-analysis.png\" title=\"Vision Studio interface: Image analysis\" width=\"75%\" /\u003e \n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eVision Studio Interface - Image Analysis\u003c/div\u003e\n\n### 3.2. Upload the images\n\n- The following images can be found in the folder \u003ca href= './inputs/analyze-images'\u003eanalyze-images\u003c/a\u003e.\n\n\u003cdiv align=\"center\"\u003e\n    \u003cimg src=\"./inputs/analyze-images/store-camera-1.jpg\" title=\"Woman and a girl in a grocery store\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 01\u003c/div\u003e\n\u003cbr /\u003e\n\n\u003cdiv align=\"center\"\u003e \n    \u003cimg src=\"./inputs/analyze-images/store-camera-2.jpg\" title=\"Woman in a supermarket\" width=\"75%\" /\u003e \n\u003c/div\u003e\n\u003cdiv align=\"center\"\u003eImage 02\u003c/div\u003e\n\n### 3.3. Output\n\n**Results - Image 01:**\n\n\u003cdiv align=\"center\"\u003e \n    \u003cimg src=\"./output/analyze-images/store-camera-1.png\" title=\"Supermarket advert's OCR\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cbr /\u003e\n\nCaption:\n\n```\nA woman and a girl in a grocery store\n```\n\nJSON attributes generated \u003ca href= \"./output/analyze-images/store-camera-1-attributes.json\"\u003ehere\u003c/a\u003e.\n\u003cbr /\u003e\n\u003cbr /\u003e\n\n**Results - Image 02:**\n\n\u003cdiv align=\"center\"\u003e \n    \u003cimg src=\"./output/analyze-images/store-camera-2.png\" title=\"Receipt's OCR\" width=\"75%\" /\u003e\n\u003c/div\u003e\n\u003cbr /\u003e\n\nCaption:\n\n```\nA woman holding a phone while shopping in a grocery store\n```\n\n\u003cbr /\u003e\n\nJSON attributes generated \u003ca href= \"./output/analyze-images/store-camera-2-attributes.json\"\u003ehere\u003c/a\u003e.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvikpires%2Fds_vision-studio-azure","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvikpires%2Fds_vision-studio-azure","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvikpires%2Fds_vision-studio-azure/lists"}