Cup Detection

Python, TensorFlow, Transfer Learning

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Goal

This project is an example of transfer learning using TensorFlow framework. I used the TensorFlow zoo model with ResNet50 architecture.

Output

Below is the detection result of the model.

Result on webcam
Result on YouTube Video
The model is able to detect cups both from the webcam stream (left) and youtube video (right)