Comments (2)
Latest update 13.13 has updated config.py and corrects comment. config.py has been organized better. After menubox.sh UPGRADE, you will need to copy the config.py.new to config.py to see the new settings and reorganized layout.
speed-cam.py is also upgraded with functions for getting motion contours, and getting biggest contour. Still some work on converting function vars to snake case (not critical for code execution) so lower priority.
Also, I just added a feature to allow saving AI positive and negative images. Once I have a few thousand I hope to figure out how to create an AI model for vehicle recognition. Not sure what to use at this time Keras, PyTorch, Tensorflow, Etc. I am still a newby with AI tool chains.
I gave up on haar cascades due to lots of false positives and having problems finding a good pretrained vehicle recognition model, so looking to create one myself with my own speed-cam 360x240 images. Also parked vehicles caused issues.
In the longer term, I would also like to create a speed-cam flask web admin interface with features similar to menubox.sh
Comments are appreciated.
Regards Claude ...
from speed-camera.
Hello Claude,
thank you for the quick fix and giving an insight in your thoughts and plans with the project, I havenothing to add to your AI ideas though, sorry.
From little what I know about AI image recognition is you'd first have to set the premises and identify your use case or target functionality - what is it the AI should recognize? Then it all comes down to your training data - it should be as diverse as possible. I'm thinking about color hues (or eliminiate color by going greyscale?), exposure times, camera type (IR, white balance).
But most importantly: Dont' listen to me, some random guy on the internet with no idea about training AI.
;-)
Ciao,
konzty
from speed-camera.
Related Issues (20)
- Working on implementing Vehicle Detection HOT 30
- How to set focus for camera on module v3 HOT 6
- Latest update speed detection issue? HOT 5
- Not saving vehicles HOT 4
- image_jpeg_optimize = True HOT 2
- Updated has errors HOT 15
- /opt/vc/bin/vcgencmd no such file HOT 2
- Graph program HOT 6
- RTSP camera HOT 11
- Improvement: Majority Vote for Direction? --- Tracking seems to use "direction" of last track event to set direction of overall track - conflicts if last track mis-identifies direction HOT 5
- Cannot run speed-cam.py - states "Could not import cv2 library" HOT 8
- No Window to view camera HOT 6
- Windows not displaying on host machine HOT 1
- Clarification on calibration HOT 4
- Frames dropped due to contour out of bounds? HOT 2
- Docker Install always 11.22 HOT 1
- Calibration with different Screen Ratio and Framerate HOT 1
- No detections or speed calcs HOT 2
- No images
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from speed-camera.