Detection of the direction of green light arrow(up, right and left).
thresholding green out of the images -> resizing images into 100*100 -> three layered convolutinal network.
Examples of images in training set:-
Arrow pointing upwards
Arrow pointing towards left
Results:
By applying threshold ->
Result: [[0.45063314 0.51786035 0.03150653]]
Probability that the arrow points upwards= 0.45063314
Probabilty that the arrow points towards left= 0.51786035
Probabilty that the arrow points towards right= 0.03150653