COMPARATIVE ANALYSIS OF CLOUD COGNITIVE SERVICE PROVIDERS BY USING COMPUTER VISION’S OBJECT DETECTION
DOI:
https://doi.org/10.17770/het2020.24.6749Keywords:
cognitive services, computer vision, object detectionAbstract
The given paper’s “Comparative analysis of cloud cognitive service providers by using computer vision’s object detection” goal is to analyze prediction precision of objects in digital image, using different cognitive services what are available in the market. During the research process there were made a several trials using different computer vision services to analyze the same number of images. Every separate image was under detailed analysis for prediction accuracy of each object. The results show that there is significant difference between different vision services.Downloads
References
“New Artificial Neurons Can `Think` Faster Than You”, 2018. [Tiešsaiste]. Pieejams: https://interestingengineering.com/new-artificial-neurons-can-think-faster-than-you. [Piekļuve: 20.03.2020.].
“AI & Machine Learning Products - Vision AI”, 2020. [Tiešsaiste]. Pieejams: https://cloud.google.com/vision. [Piekļuve: 20.03.2020.].
“What is Computer Vision?”, 2020. [Tiešsaiste]. Pieejams: https://docs.microsoft.com/en-us/azure/cognitive-services/computer-vision/home. [Piekļuve: 20.03.2020.].
“The 10 tech companies that have invested the most money in AI”, 2018. [Tiešsaiste]. Pieejams: https://www.techrepublic.com/article/the-10-tech-companies-that-have-invested-the-most-money-in-ai/. [Piekļuve: 20.03.2020.].
“Computer Vision Applications in 10 Industries”, 2020. [Tiešsaiste]. Pieejams: https://algorithmxlab.com/blog/computer-vision/#What_is_Computer_Vision?. [Piekļuve: 20.03.2020.].
“Object Detection: Current and Future Directions”, 2015. [Tiešsaiste]. Pieejams: https://www.frontiersin.org/articles/10.3389/frobt.2015.00029/full. [Piekļuve: 20.03.2020.].
“Amazon Rekognition Image”, 2020. [Tiešsaiste]. Pieejams: https://aws.amazon.com/rekognition/image-features/?nc=sn&loc=3&dn=2. [Piekļuve: 21.03.2020.].
“Watson Visual Recognition”, 2020. [Tiešsaiste]. Pieejams: https://www.ibm.com/cloud/watson-visual-recognition. [Piekļuve: 21.03.2020.].
“Detect common objects in images”, 2020. [Tiešsaiste]. Pieejams: https://docs.microsoft.com/en-us/azure/cognitive-services/computer-vision/concept-object-detection. [Piekļuve: 22.03.2020.].
