Dataset Analytics

Generated on September 10, 2024 at 3:34 pm.

Number of Images

479

Number of Annotations

6,752

Average Image Size

0.23 mp

Median Image Ratio

640x360
wide

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all
train
valid
test
4,200
1,313
451
Under Represented
Net
451
Under Represented
Under Represented
2916
913
310
Under Represented
Net
311
Under Represented
Under Represented
857
270
Under Represented
Net
93
Under Represented
Under Represented
427
130
Under Represented
Net
47
Under Represented
Under Represented

Dimension Insights

Overview of the sizes and aspect ratios of the images in your dataset.

Size Distribution

Sizes are based on the number of pixels in your images.

All images are the same size, 640x360.

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

wide
479

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all
Net (451)
Backboard (451)
Referee (1,313)
Player (4,200)
Basketball (337)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all
Net
Backboard
Referee
Player
Basketball
    240 imgs
    120
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
Count of all objects

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