rightsForRobots

7 ms·

1. 1.▲
   by rightsForRobots 10y ago

   This is the best I got. You'll have to imagine what the video was: https://github.com/ryanjay0/miles-deep/raw/master/images/pre...
2. 2.▲
   by rightsForRobots 10y ago

   Yes even within a particular video there are lots of frames where the act is implied not directly shown, like a close-up of others faces. Karpathy et al. showed they could still learn from the sports video database even with random crowd sh
3. 3.▲
   by rightsForRobots 10y ago

   Good question. There's an example specifically using caffenet to find cats. Any caffe model can be dropped in without recompiling.
4. 4.▲
   by rightsForRobots 10y ago

   Tried again. Better: http://i.imgur.com/ALoLmcX.jpg
5. 5.▲
   by rightsForRobots 10y ago

   This program can classify 1 hour of video in 36 seconds on my low end GTX 960 4GB.
6. 6.▲
   by rightsForRobots 10y ago

   I think thats doable. I'll be adding an autotag mode. I've been thinking about other attributes I can detect from race, to hair color, to number of participants. Crowd sourcing is good except it can't tag new videos no one&#x
7. 7.▲
   by rightsForRobots 10y ago

   This program can also be viewed as a general framework for classifying video with a Caffe model, using batching and threading in C++. By replacing the weights, model definition, and mean file it can immediately be used to edit videos with o
8. 8.▲
   by rightsForRobots 10y ago

   I don't have the rights to the dataset, so unfortunately I won't be releasing it.
9. 9.▲
   by rightsForRobots 10y ago

   I actually tried that. It's not as interesting as you'd think. Perhaps having an 'other' category makes it more difficult. It's trivial to drop the model into the deepdream ipython notebook they provide: https:&#x2
10. 10.▲
    by rightsForRobots 10y ago

    Good point. The project mentions this work which did experiments on sports: http://cs.stanford.edu/people/karpathy/deepvideo/
11. 11.▲
    by rightsForRobots 10y ago

    The photos aren't available but the trained model is. It's a set of weights.
12. 12.▲
    Miles Deep – Open Source Porn Video Classifier/Editor with Deep Learning(github.com)

    276 points by rightsForRobots 10y ago|96 comments