roobooot / dbscan

to detect features of mosquitos by clustering and traditional methods

dbscan

to detect features of mosquitos by clustering and traditional methods

code

All the functions involved in algorithms used in this approach are in MosquitoClass.py, and the setup code is Mosquito_Vision.py. The rest .py files except MosquitoClass.py and Mosquito_Vision.py are useless, because they were produced during debug and test process.

Images

All needed images are stored in SaveImage folder. you can choose to store them or not.

Result

14 correctly detected/20 mosquitoes = 70% accuracy in this image. The accuracy overall is about 70%~80% untill hundreds mosquitoes were tested by this approach.