Simple tf body type Classifier with TensorFlow (Python).
The classifier is not so accurate (80% accuracy, depending on the size of the dataset and the noise) because no filter was applied since this is just a simple example. You can add your own filter. Remember this is a classifier based on human perception, not on a mathematical calculus, that's why noise is not easy to remove.
This project was inspired by this youtube playlist.
Please consider supporting the author of that playlist.
dataset link https://www.kaggle.com/yersever/500-person-gender-height-weight-bodymassindex/data
More on Tensorflow: https://www.tensorflow.org/
-
data_processor.py
-
train_classifier.py
-
test.py