Dataset Analytics

Generated on March 27, 2024 at 7:06 am.

Number of Images

1,478
0 missing annotations
0 null examples

Number of Annotations

6,107
4.1 per image (average)
Across 11 classes

Average Image Size

0.21 mp
from to 0.01 mp
to 1.64 mp

Median Image Ratio

461x474
square

Class Balance

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

Classes

all
train
valid
test
1
833
0
821
2
810
5
630
8
533
3
513
9
484
4
480
7
447
6
408
Under Represented
undefined
148
Under Represented
1
588
0
597
2
585
5
421
8
384
3
354
9
345
4
333
7
320
6
288
Under Represented
undefined
111
Under Represented
1
108
0
106
2
124
5
154
8
106
3
112
9
95
4
109
7
88
6
86
undefined
0
Missing
1
137
0
118
2
101
5
55
8
43
Under Represented
3
47
Under Represented
9
44
Under Represented
4
38
Under Represented
7
39
Under Represented
6
34
Under Represented
undefined
37
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 (461x474).

tiny
9
< 100x100
small
176
medium
591
large
517
jumbo
185
> 1024x1024
461px
474px

Aspect Ratio Distribution

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

tall
363
square
905
wide
210

Annotation Heatmap

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

0 (821)
1 (833)
2 (810)
3 (513)
4 (480)
5 (630)
6 (408)
7 (447)
8 (533)
9 (484)
all
undefined (148)

Histogram of Object Count by Image

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

0
1
2
3
4
5
6
7
8
9
all
undefined
    895 imgs
    447.5
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
  • 34-37
Count of all objects

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