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add mqtt and update readme

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blakeblackshear
2019-02-10 12:00:52 -06:00
parent 83c9b8fb7a
commit ab1fda3a0e
2 changed files with 75 additions and 12 deletions
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README.md
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@@ -25,7 +25,11 @@ docker run -it --rm \
-v <path_to_labelmap.pbtext>:/label_map.pbtext:ro \
-p 5000:5000 \
-e RTSP_URL='<rtsp_url>' \
-e REGIONS='<box_size_1>,<x_offset_1>,<y_offset_1>:<box_size_2>,<x_offset_2>,<y_offset_2>' \
-e REGIONS='<box_size_1>,<x_offset_1>,<y_offset_1>,<min_object_size_1>:<box_size_2>,<x_offset_2>,<y_offset_2>,<min_object_size_2>' \
-e MQTT_HOST='your.mqtthost.com' \
-e MQTT_MOTION_TOPIC='cameras/1/motion' \
-e MQTT_OBJECT_TOPIC='cameras/1/objects' \
-e MQTT_OBJECT_CLASSES='person,car,truck' \
realtime-od:latest
```
@@ -36,11 +40,14 @@ Access the mjpeg stream at http://localhost:5000
- Use SSDLite models
## Future improvements
- [ ] Look for a subset of object types
- [ ] Add a max size for motion and objects
- [ ] Filter out detected objects that are not the right size
- [ ] Change color of bounding box if motion detected
- [x] Look for a subset of object types
- [ ] Try and simplify the tensorflow model to just look for the objects we care about
- [ ] MQTT messages when detected objects change
- [ ] Implement basic motion detection with opencv and only look for objects in the regions with detected motion
- [ ] Dynamic changes to processing speed, ie. only process 1FPS unless motion detected
- [x] MQTT messages when detected objects change
- [x] Implement basic motion detection with opencv and only look for objects in the regions with detected motion
- [x] Dynamic changes to processing speed, ie. only process 1FPS unless motion detected
- [x] Parallel processing to increase FPS
- [ ] Look into GPU accelerated decoding of RTSP stream
- [ ] Send video over a socket and use JSMPEG