forked from Github/frigate
missing param and updated readme
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13
README.md
13
README.md
@@ -108,19 +108,26 @@ sensor:
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- Use SSDLite models to reduce CPU usage
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## Future improvements
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- [ ] Build tensorflow from source for CPU optimizations
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- [x] Remove motion detection for now
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- [ ] Try running object detection in a thread rather than a process
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- [x] Implement min person size again
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- [ ] Switch to a config file
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- [ ] Handle multiple cameras in the same container
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- [ ] Simplify motion detection (check entire image against mask)
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- [ ] See if motion detection is even worth running
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- [ ] Scan for people across entire image rather than specfic regions
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- [ ] Dynamically resize detection area and follow people
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- [ ] Add ability to turn detection on and off via MQTT
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- [ ] MQTT motion occasionally gets stuck ON
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- [ ] Output movie clips of people for notifications, etc.
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- [ ] Integrate with homeassistant push camera
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- [ ] Merge bounding boxes that span multiple regions
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- [ ] Switch to a config file
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- [ ] Allow motion regions to be different than object detection regions
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- [ ] Implement mode to save labeled objects for training
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- [ ] Try and reduce CPU usage by simplifying the tensorflow model to just include the objects we care about
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- [ ] Look into GPU accelerated decoding of RTSP stream
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- [ ] Send video over a socket and use JSMPEG
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- [ ] Look into neural compute stick
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- [x] Look into neural compute stick
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## Building Tensorflow from source for CPU optimizations
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https://www.tensorflow.org/install/source#docker_linux_builds
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