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blakeblackshear 2019-02-25 06:48:31 -06:00
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@ -42,17 +42,22 @@ Access the mjpeg stream at http://localhost:5000
## Future improvements
- [x] Switch to MQTT prefix
- [x] Add last will and availability for MQTT
- [ ] Build tensorflow from source for CPU optimizations
- [ ] Add ability to turn detection on and off via MQTT
- [ ] Add a max size for motion and objects (height/width > 1.5, total area > 1500 and < 100,000)
- [ ] MQTT reconnect if disconnected
- [ ] MQTT motion occasionally gets stuck ON
- [ ] Output movie clips of people for notifications, etc.
- [x] Add a max size for motion and objects (height/width > 1.5, total area > 1500 and < 100,000)
- [x] Make motion less sensitive to rain
- [x] Use Events or Conditions to signal between threads rather than polling a value
- [ ] Implement a debug option to save images with detected objects
- [ ] 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?)
- [x] Implement a debug option to save images with detected objects
- [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?)
- [ ] Filter out detected objects that are not the right size
- [ ] Make resilient to network drop outs
- [ ] Merge bounding boxes that span multiple regions
- [ ] Switch to a config file
- [ ] Allow motion regions to be different than object detection regions
- [ ] Implement mode to save labeled objects for training
- [x] Add motion detection masking
- [x] Change color of bounding box if motion detected
- [x] Look for a subset of object types