From d43c17238cba920320b16225b866509e7f881003 Mon Sep 17 00:00:00 2001 From: blakeblackshear Date: Sun, 10 Feb 2019 14:25:30 -0600 Subject: [PATCH] update readme --- README.md | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index cdecea352..0c72ef748 100644 --- a/README.md +++ b/README.md @@ -20,7 +20,7 @@ Download the cooresponding label map from [here](https://github.com/tensorflow/m Run the container with ``` -docker run -it --rm \ +docker run --rm \ -v :/frozen_inference_graph.pb:ro \ -v :/label_map.pbtext:ro \ -p 5000:5000 \ @@ -42,15 +42,21 @@ Access the mjpeg stream at http://localhost:5000 ## Future improvements - [ ] 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 +- [ ] Merge bounding boxes that span multiple regions +- [x] Change color of bounding box if motion detected +- [ ] Switch to MQTT prefix +- [ ] Add last will and availability for MQTT +- [ ] Add ability to turn detection on and off via MQTT - [x] Look for a subset of object types -- [ ] Try and simplify the tensorflow model to just look for the objects we care about +- [ ] Try and reduce CPU usage by simplifying the tensorflow model to just include the objects we care about - [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 +- [ ] Switch to a config file +- [ ] Allow motion regions to be different than object detection regions ## Building Tensorflow from source for CPU optimizations https://www.tensorflow.org/install/source#docker_linux_builds