Dataset Analytics

Generated on February 27, 2024 at 5:20 pm.

Number of Images

7,892

Number of Annotations

16,277

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
3,286
3,110
2,940
1,117
1,012
931
Under Represented
Under Represented
Under Represented
690
Under Represented
517
Under Represented
Under Represented
Under Represented
Under Represented
2148
2026
1909
761
688
650
Under Represented
Under Represented
467
Under Represented
368
Under Represented
Under Represented
Under Represented
Under Represented
706
796
688
231
183
Under Represented
176
Under Represented
Under Represented
Under Represented
167
Under Represented
104
Under Represented
Under Represented
Under Represented
Under Represented
432
288
343
125
141
105
Under Represented
Under Represented
56
Under Represented
Under Represented
Under Represented
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.

The purple box indicates the median width by median height image (640x640).

7,892
640px
640px

Aspect Ratio Distribution

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

square
7,012
wide
880

Annotation Heatmap

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

all
CoastGuard (328)
container (1,012)
aircraft carrier (423)
sail boat (2,940)
canoe (3,286)
speedboat (3,110)
warship (690)
cruise (931)
fish-b (1,117)
human-Water (352)
human-drowning (751)
human-swimming (820)
submarine (517)

Histogram of Object Count by Image

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

all
CoastGuard
container
aircraft carrier
sail boat
canoe
speedboat
warship
cruise
fish-b
human-Water
human-drowning
human-swimming
submarine
    5167 imgs
    2583.5
  • 1
  • 2-7
  • 8-13
  • 14-19
  • 20-25
  • 26-31
  • 32-37
  • 38-43
  • 44-49
  • 50-55
Count of all objects

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