Google launches tensorflow object detection api. This can help stir a new trend in photo apps where the apps can be then used to remove detected items from a photo and may be even replace an object with a different object. Think #SNAPCHAT AR ads, and enhance them to allow objects from your own photos replace those in another pictures. Potentially in the future, this can be moved to videos when combined with Google cloud Video Intelligence API. Take it one step further and let computers build your marketing ads on the fly and publish with human intervention.
https://research.googleblog.com/2017/06/supercharge-your-computer-vision-models.html
Saturday, June 24, 2017
Saturday, June 3, 2017
AI for self-optimizing E-Commerce Experiences
Aritificial Intelligence (AI) in E-Commerce can be used to personalize, influence and guide customer shopping behavior to items, products and services that they actually will buy or are indeed looking for. This would make use of "in-the-moment" personalized recommendations based on a user's actions on the website in near realtime vs relying upon prevalent recommendation strategies based on historical data such customer who saw item A bought item B.
AI can also be used to revolutionize A/B testing where instead of human beings defining, building, optimizing and then determining the experience winner, machine learning can be leveraged to run multiple A/B tests simultaneously and then run different combinations of all the experiences, followed by the best possible combination, selecting the winning customer experience that ensures highest conversion rates. An E-Commerce giant planning to change the look and feel of their site can take all the different designs across say their home, promotional, product and cart pages and have the AI based A/B testing engine run all the different combinations. AI based A/B testing can even self optimize the winning combination to test potential increase in conversion rates. Let's use machine learning to drive E-Commerce. #RiseOfBots #RiseOfMachines
Some work being done in this space by Sentient Technologies
http://www.sentient.ai/ascend/
AI can also be used to revolutionize A/B testing where instead of human beings defining, building, optimizing and then determining the experience winner, machine learning can be leveraged to run multiple A/B tests simultaneously and then run different combinations of all the experiences, followed by the best possible combination, selecting the winning customer experience that ensures highest conversion rates. An E-Commerce giant planning to change the look and feel of their site can take all the different designs across say their home, promotional, product and cart pages and have the AI based A/B testing engine run all the different combinations. AI based A/B testing can even self optimize the winning combination to test potential increase in conversion rates. Let's use machine learning to drive E-Commerce. #RiseOfBots #RiseOfMachines
Some work being done in this space by Sentient Technologies
http://www.sentient.ai/ascend/
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