Computer-Vision-w-MS

Computer Vision Project with MicroSoft Cognitive Service (Oxford Project) API

https://www.microsoft.com/cognitive-services/en-us/computer-vision-api

Analyze an image

This feature returns information about visual content found in an image. Use tagging, descriptions and domain-specific models to identify content and label it with confidence. Apply the adult/racy settings to enable automated restriction of adult content. Identify image types and color schemes in pictures.

Processing

Connect to the API

Get the responses from the Cognitive Service

Decode the json file to csv format

Example

Features: Feature Name Value Description { "type": 0, "captions": [ { "text": "a man swimming in a pool of water", "confidence": 0.7850108693093019 } ] } Tags [ { "name": "water", "confidence": 0.9996442794799805 }, { "name": "sport", "confidence": 0.9504992365837097 }, { "name": "swimming", "confidence": 0.9062818288803101, "hint": "sport" }, { "name": "pool", "confidence": 0.8787588477134705 }, { "name": "water sport", "confidence": 0.631849467754364, "hint": "sport" } ] Image Format jpeg Image Dimensions 1500 x 1155 Clip Art Type 0 Non-clipart Line Drawing Type 0 Non-LineDrawing Black & White Image False Is Adult Content False Adult Score 0.14916780591011047 Is Racy Content False Racy Score 0.12426207214593887 Categories [ { "name": "people_swimming", "score": 0.98046875 } ] Faces [ { "age": 28, "gender": "Male", "faceRectangle": { "left": 744, "top": 338, "width": 305, "height": 305 } } ]