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项目作者： ruchikachavhan

项目描述 ：
Detection of the direction of green light arrow(up, right and left).
高级语言： Python
项目地址: git://github.com/ruchikachavhan/Traffic-Light-Detection-using-Tensorflow.git


Traffic-Light-Detection-using-Tensorflow

Detection of the direction of green light arrow(up, right and left).

Network

thresholding green out of the images -> resizing images into 100*100 -> three layered convolutinal network.

Examples of images in training set:-

29
29onlygreen
Arrow pointing upwards

4832
4832onlygreen
Arrow pointing towards left

Results:

selection_021
By applying threshold ->
selection_020

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