Returns ball type given an image.
See https://www.kaggle.com/code/dima806/ball-types-image-detection for more details.
Classification report:
precision recall f1-score support
wiffle ball 1.0000 1.0000 1.0000 39
puffballs 1.0000 1.0000 1.0000 38
chrochet ball 1.0000 1.0000 1.0000 39
golf ball 1.0000 1.0000 1.0000 39
pokeman balls 1.0000 1.0000 1.0000 39
water polo ball 1.0000 1.0000 1.0000 39
football 1.0000 1.0000 1.0000 39
marble 1.0000 1.0000 1.0000 38
medicine ball 1.0000 1.0000 1.0000 39
tether ball 1.0000 1.0000 1.0000 38
billiard ball 1.0000 1.0000 1.0000 38
cannon ball 1.0000 1.0000 1.0000 39
crystal ball 1.0000 1.0000 1.0000 38
cricket ball 1.0000 1.0000 1.0000 39
sepak takraw ball 1.0000 1.0000 1.0000 39
tennis ball 1.0000 1.0000 1.0000 39
wrecking ball 1.0000 1.0000 1.0000 38
rubberband ball 1.0000 1.0000 1.0000 39
buckeyballs 1.0000 1.0000 1.0000 39
bowling ball 1.0000 1.0000 1.0000 38
eyeballs 1.0000 1.0000 1.0000 38
meat ball 1.0000 1.0000 1.0000 38
brass 1.0000 1.0000 1.0000 39
screwballs 1.0000 1.0000 1.0000 38
baseball 1.0000 1.0000 1.0000 38
beachballs 1.0000 1.0000 1.0000 39
soccer ball 1.0000 1.0000 1.0000 38
basketball 1.0000 1.0000 1.0000 39
volley ball 1.0000 1.0000 1.0000 39
paint balls 1.0000 1.0000 1.0000 39
accuracy 1.0000 1158
macro avg 1.0000 1.0000 1.0000 1158
weighted avg 1.0000 1.0000 1.0000 1158
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