Nate Meyer
4383b883c0
Refactor to simplify support for additional detector types ( #3656 )
...
* Refactor EdgeTPU and CPU model handling to detector submodules.
* Fix selecting the correct detection device type from the config
* Remove detector type check when creating ObjectDetectProcess
* Fixes after rebasing to 0.11
* Add init file to detector folder
* Rename to detect_api
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
* Add unit test for LocalObjectDetector class
* Add configuration for model inputs
Support transforming detection regions to RGB or BGR.
Support specifying the input tensor shape. The tensor shape has a standard format ["BHWC"] when handed to the detector, but can be transformed in the detector to match the model shape using the model input_tensor config.
* Add documentation for new model config parameters
* Add input tensor transpose to LocalObjectDetector
* Change the model input tensor config to use an enumeration
* Updates for model config documentation
Co-authored-by: Nicolas Mowen <nickmowen213@gmail.com>
2022-11-03 21:23:09 -05:00
Blake Blackshear
1089a40943
cleanup old code
2020-03-03 20:26:53 -06:00
Blake Blackshear
569e07949f
split into separate processes
2020-03-03 20:26:53 -06:00
Blake Blackshear
ebcf1482f8
remove region in process when skipping
2020-02-22 09:03:00 -06:00
Blake Blackshear
50bcad8b77
skip regions when the queue is too full and add more locks
2020-02-22 09:03:00 -06:00
Blake Blackshear
d87f4407a0
switch everything to run off of tracked objects
2020-02-22 09:03:00 -06:00
Blake Blackshear
76c8e3a12f
make a copy
2020-02-22 09:03:00 -06:00
Blake Blackshear
10dc56f6ea
revamp dockerfile
2020-02-22 09:03:00 -06:00
Blake Blackshear
cc2abe93a6
track objects and add config for tracked objects
2020-02-22 09:03:00 -06:00
Blake Blackshear
f5a2252b29
cleanup imports
2020-02-22 09:03:00 -06:00
Blake Blackshear
5b4c6e50bc
dedupe detected objects
2020-02-22 09:03:00 -06:00
Blake Blackshear
9cc46a71cb
working dynamic regions, but messy
2020-02-22 09:03:00 -06:00
Blake Blackshear
be1673b00a
process detected objects in a queue
2020-02-22 09:03:00 -06:00
Blake Blackshear
b6130e77ff
label threads and implements stats endpoint
2020-02-22 09:03:00 -06:00
Blake Blackshear
4180c710cd
refactor resizing into generic priority queues
2020-02-22 09:03:00 -06:00
Blake Blackshear
480175d70f
add color map to use different colors for different objects
2020-01-02 07:39:57 -06:00
Blake Blackshear
bee99ca6ff
track and report all detected object types
2020-01-02 07:39:57 -06:00
blakeblackshear
806acaf445
update dockerignore and debug option
2019-07-30 19:11:22 -05:00
blakeblackshear
baa587028b
use a regular subprocess for ffmpeg, refactor bounding box drawing
2019-07-30 19:11:22 -05:00
blakeblackshear
2b51dc3e5b
experimental: running ffmpeg directly and capturing raw frames
2019-07-30 19:11:22 -05:00
blakeblackshear
3019b0218c
make the threshold configurable per region. fixes #31
2019-05-11 07:39:27 -05:00
blakeblackshear
e0b9b616ce
cleanup and update readme
2019-03-30 07:58:31 -05:00
blakeblackshear
edf0cd36df
add back flask endpoints
2019-03-29 21:02:40 -05:00
blakeblackshear
0279121d77
WIP: convert to camera class
2019-03-29 20:49:27 -05:00
blakeblackshear
0514eeac03
switch to a thread for object detection
2019-03-27 20:44:57 -05:00
blakeblackshear
a26d2217d4
implement min person size again
2019-03-27 06:45:27 -05:00
blakeblackshear
200d769003
removing motion detection
2019-03-27 06:17:00 -05:00
blakeblackshear
ada8ffccf9
fix for queue size growing too large
2019-03-25 20:35:44 -05:00
blakeblackshear
bca4e78e9a
use a queue instead
2019-03-25 06:24:36 -05:00
blakeblackshear
7d3027e056
looping over all regions with motion. ugly, but working
2019-03-20 07:11:38 -05:00
blakeblackshear
c406fda288
fixes
2019-03-19 06:29:58 -05:00
blakeblackshear
8ff9a982b6
start the detection process
2019-03-18 07:48:04 -05:00
blakeblackshear
f2c205be99
prep frames for object detection in a separate process
2019-03-18 07:24:24 -05:00
blakeblackshear
862aa2d3f0
only resize when needed
2019-03-17 20:12:31 -05:00
blakeblackshear
8bae05cfe2
first working version, single region and motion detection disabled
2019-03-17 09:03:52 -05:00
blakeblackshear
86f5d8128d
initial refactoring
2019-02-25 20:27:02 -06:00
