Intelligent Mobile App with Azure Cognitive Services
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Radya Labs and Microsoft Cognitive Services offer various APIs to enhance applications with capabilities in image and video recognition, speech understanding, and natural language processing. Key features include emotion recognition, fuzzy text corrections, and extensive search functionalities utilizing Bing APIs. Additional enhancements provide secure, high-performance access to knowledge from the web and support for coding integration.
![Updated Computer Vision API
Content of Image:
Categories v0: [{ “name”: “animal”, “score”: 0.9765625 }]
V1: [{ "name": "grass", "confidence": 0.9999992847442627 },
{ "name": "outdoor", "confidence": 0.9999072551727295 },
{ "name": "cow", "confidence": 0.99954754114151 },
{ "name": "field", "confidence": 0.9976195693016052 },
{ "name": "brown", "confidence": 0.988935649394989 },
{ "name": "animal", "confidence": 0.97904372215271 },
{ "name": "standing", "confidence": 0.9632768630981445 },
{ "name": "mammal", "confidence": 0.9366017580032349,
"hint": "animal" },
{ "name": "wire", "confidence": 0.8946959376335144 },
{ "name": "green", "confidence": 0.8844101428985596 },
{ "name": "pasture", "confidence": 0.8332059383392334 },
{ "name": "bovine", "confidence": 0.5618471503257751,
"hint": "animal" },
{ "name": "grassy", "confidence": 0.48627158999443054 },
{ "name": "lush", "confidence": 0.1874018907546997 },
{ "name": "staring", "confidence": 0.165890634059906 }]
Describe
0.975 "a brown cow standing on top of a lush green field“
0.974 “a cow standing on top of a lush green field”
0.965 “a large brown cow standing on top of a lush green field”](https://image.slidesharecdn.com/azurecognitiveservice-170422054947/85/Intelligent-Mobile-App-with-Azure-Cognitive-Services-23-320.jpg)
Intelligent Mobile App with Azure Cognitive Services
- 10. +
- 11. Microsoft Cognitive Services From faces to feelings, allow your apps to understand images and video Hear and speak to your users by filtering noise, identifying speakers, and understanding intent Process text and learn how to recognize what users want Tap into rich knowledge amassed from the web, academia, or your own data Access billions of web pages, images, videos, and news with the power of Bing APIs
- 15. Emotion Speech Computer Vision Language Understanding Bing Spell Check Bing Image Search Bing Video Search Bing Web Search Bing News Search Translator microsoft.com/cognitive
- 17. Features Word breaks Correct word-breaking issues with a single flag Slang Easily recognized slang and informal language Names Spot common name errors in context Homonyms Fix homonyms and other hard-to-spot error in context Brands Provide support for new brands and other coined expressions as they emerge
- 23. Updated Computer Vision API Content of Image: Categories v0: [{ “name”: “animal”, “score”: 0.9765625 }] V1: [{ "name": "grass", "confidence": 0.9999992847442627 }, { "name": "outdoor", "confidence": 0.9999072551727295 }, { "name": "cow", "confidence": 0.99954754114151 }, { "name": "field", "confidence": 0.9976195693016052 }, { "name": "brown", "confidence": 0.988935649394989 }, { "name": "animal", "confidence": 0.97904372215271 }, { "name": "standing", "confidence": 0.9632768630981445 }, { "name": "mammal", "confidence": 0.9366017580032349, "hint": "animal" }, { "name": "wire", "confidence": 0.8946959376335144 }, { "name": "green", "confidence": 0.8844101428985596 }, { "name": "pasture", "confidence": 0.8332059383392334 }, { "name": "bovine", "confidence": 0.5618471503257751, "hint": "animal" }, { "name": "grassy", "confidence": 0.48627158999443054 }, { "name": "lush", "confidence": 0.1874018907546997 }, { "name": "staring", "confidence": 0.165890634059906 }] Describe 0.975 "a brown cow standing on top of a lush green field“ 0.974 “a cow standing on top of a lush green field” 0.965 “a large brown cow standing on top of a lush green field”
- 27. Smarter, more engaging experiences Trusted by industry- leading experiences
- 28. REST Enhanced Search and Filtering Capabilities Ongoing Improvements and Support Web- Scale High Performance Secure (HTTPs)
- 29. *screenshots show actual search results on bing.com https://bingapis.azure-api.net/v5/search?q=nasa { “_type”: “SearchResponse”, “queryContent”: {…}, “webPages”: {…}, “news”: {…}, “images”: {…}, “videos”: {…}, “relatedSearches”: {…}, “rankingResponse”: {…} } { “answerType”:”WebPages”, “resultIndex”:0,… }, { “answerType”:”News”, “resultIndex”:1,… } Ranking Response Search Response Web Results Deep Links (1st Algo) News Results Image Results Video Results Related Searches
- 30. https://bingapis.azure-api.net/v5/images/search?q=shuttle+launch • Enhanced metadata and filters (size, license, style, freshness, color) • Image insights (entity recognition, visually similar) source: nasa.gov https://bingapis.azure-api.net/v5/videos/search?q=viral+videos • Enhanced metadata and filters (price, resolution, length, freshness) • Motion thumbnails (video preview) https://bingapis.azure-api.net/v5/news/search?q=cuba • News by category/market, and trending news • Rich article metadata (featured entities) source: youtube.com *screenshots show actual search results in bing.com source: cnn.com