Project in IKT213-G21H Machine Vision to automatically detect cracks in roads.
Run trainer.py to train a model on images in /tools/out and /tools/test. Images not included.
View modle_trainer.ipynb to get a more detailed view of how we trained our models.
Run tester.py to preform a quick test of the model on a few example images in /Examples/.
Run analyzeVideo.py to analyze a video file and save every detected crack into /Examples/out/.
Run analyzeCamera.py to analyze video stream from a the Jetson Nano camera and save every detected crack into /Examples/out/.
To create image sets from videos quickly use videoToImages.py in /tools/. It takes two parameters <input-video> <output-folder>.