Dataset Analytics

Generated on October 17, 2024 at 5:14 am.

Number of Images

2,489

Number of Annotations

6,171

Average Image Size

0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
1,603
SAM
1,468
1,204
770
Under Represented
607
Under Represented
519
Under Represented
1291
SAM
1173
956
614
Under Represented
485
Under Represented
405
Under Represented
312
SAM
295
248
156
122
Under Represented
114
Under Represented
0
Missing
SAM
0
Missing
Missing
0
Missing
0
Missing
Missing

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, 640x640.

Aspect Ratio Distribution

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

square
2,489

Annotation Heatmap

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

all
SAM (1,468)
Tank (1,603)
Soldier (1,204)
MO-120RT (519)
ZPU-4 (607)
BTR-80 (770)

Histogram of Object Count by Image

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

all
SAM
Tank
Soldier
MO-120RT
ZPU-4
BTR-80
    841 imgs
    420.5
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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