EQUIPMe

Gym Equipment Classifier


This mini project aims to help beginner gymmers identify the various machines found at the gym!
You can take a picture with your phone's back camera using the button below and the predictions will be displayed beneath.
(Please wait until the model is loaded before submitting a picture)

your image
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EQUIPMe is a CNN classifier that uses transfer learning from the MobileNetV2 model to recognize different categories of gym equipment. It is currently able to detect 8 different categories of gym equipment trained on images sourced from the web. However, though the validation accuracy reached 99%, the online images might not be representative of real-life images.