R

Reaction.AI

API for real-time analysis of human reactions

The problem Reaction.AI solves

If you wish to know how well your audience reacts to your content, then welcome to the right place!
Integrate our API and get precise user reviews/target audience to boost product marketing.
Following are some of the applications of Reaction.AI

  • Age Approximation
  • Detect Target Audience to produce better content
  • Avoid Fake reviews
  • Block offending videos
  • Get how the content is reviewed within seconds of release

Challenges we ran into

Model accuracy, dataset inconsistencies.
To get the most accurate model possible, we experimented on a wide range of architecures, including VGG16, VGG19, DenseNet, ResNet, Inception, Xception etc.

To overcome dataset inconsistencies, we normalized the images between 0-1 and converted to grayscale

Discussion