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@@ -42,17 +42,22 @@ Access the mjpeg stream at http://localhost:5000
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## Future improvements
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- [x] Switch to MQTT prefix
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- [x] Add last will and availability for MQTT
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+- [ ] Build tensorflow from source for CPU optimizations
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- [ ] Add ability to turn detection on and off via MQTT
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-- [ ] Add a max size for motion and objects (height/width > 1.5, total area > 1500 and < 100,000)
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+- [ ] MQTT reconnect if disconnected
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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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+- [x] Add a max size for motion and objects (height/width > 1.5, total area > 1500 and < 100,000)
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- [x] Make motion less sensitive to rain
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- [x] Use Events or Conditions to signal between threads rather than polling a value
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-- [ ] Implement a debug option to save images with detected objects
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-- [ ] Only report if x% of the recent frames have a person to avoid single frame false positives (maybe take an average of the person scores in the past x frames?)
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+- [x] Implement a debug option to save images with detected objects
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+- [x] Only report if x% of the recent frames have a person to avoid single frame false positives (maybe take an average of the person scores in the past x frames?)
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- [ ] Filter out detected objects that are not the right size
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- [ ] Make resilient to network drop outs
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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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- [x] Add motion detection masking
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- [x] Change color of bounding box if motion detected
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- [x] Look for a subset of object types
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blakeblackshear