saguppa

5 ms·

1. 1.▲
   by saguppa 10y ago

   We use deep learning at attentive.ai to generate alerts based on unusual events in surveillance video. We use neural nets to generate descriptors of videos where motion is observed, and classify events as normal/abnormal.
2. 2.▲
   by saguppa 10y ago

   Yeah, games like StarCraft will probably need a working memory component. The task that they solve here with RL is a simple puzzle game. It'll be interesting to see if this works for Atari games or StarCraft.
3. 3.▲
   by saguppa 10y ago

   But, sadly, it doesn't work as advertised. My hypothesis is that it's extremely difficult to get great results with greedy training. Jointly learning multiple layers from huge datasets is why things started working so well.
4. 4.▲
   by saguppa 11y ago

   There's also this API by Microsoft Research. https://www.projectoxford.ai/