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2016 ActivityNet action recognition challenge. CNN + LSTM approach. Multi-threaded loading.

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ActivityNet

2016 ActivityNet action recognition challenge. CNN + LSTM approach. Multi-threaded loading.

Notes:

  • Nice example of training w/ and w/o multi-threaded loading
  • Did not finish before challenge deadline (no test results)
  • Bug in LSTM forced use of regular RNN (investigate error & fix if re-using)
  • Need to find a faster way to load videos with lua (currently slower than training)

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2016 ActivityNet action recognition challenge. CNN + LSTM approach. Multi-threaded loading.

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