TensorFlow detection of traffic signal colors
John Peters
-Beep-tone on Green-
We are training TensorFlow to recognize the green traffic light and beep when the red light turns to green. It will run on a raspberry pI sitting on the dashboard. Of course it will only beep when the car is not moving and a red light turns green. It will work the same as it does in a Tesla.
We have long traffic controls here in San Francisco and I tend to look around while waiting for the light to change to green. Sometimes I get beeped by the driver behind me. After training, we will run it on a Raspberry pi, smart camera and the coral USB accelerator.
brooklin...@gmail.com
2. Does it make since for it to ID a red light as green if we haven't trained on any red lights in the last training session?
brooklin...@gmail.com
I have learned the following:
++Training
Use non-biased training.
Split the data %80, %20
Don’t use the training data for testing
Run the training more than once.
The above is more of an art than a science.