Madhav Sharan created TIKA-2322:
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Summary: Video labeling using existing ObjectRecognition
Key: TIKA-2322
URL: https://issues.apache.org/jira/browse/TIKA-2322
Project: Tika
Issue Type: Improvement
Reporter: Madhav Sharan
Currently TIKA supports ObjectRecognition in Images. I am proposing to extend
this to support videos.
Idea is -
1. Extract frames from video and run IncV3 to get labels for these frames.
2. We sum up confidence scores of each frame and label.
3. Return results in sorted order of confidence score.
I am writing code for different modes of frame extractions -
1. Extract center image.
2. Extract frames after every fixed interval.
3. Extract N frames equally divided across video.
We used this approach in [0]. Code in [1]
[0] https://github.com/USCDataScience/hadoop-pot
[1] https://github.com/USCDataScience/video-recognition
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