Dataset Analytics

Generated on December 11, 2023 at 12:23 pm.

Number of Images

292

Number of Annotations

6,740

Average Image Size

8.74 mp

Median Image Ratio

2494x3480
tall

Class Balance

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

Classes

all
train
valid
test
1,323
895
864
1
834
OCR
529
442
351
2
322
0
278
Under Represented
213
Under Represented
3
173
Under Represented
151
Under Represented
OMR
124
Under Represented
88
Under Represented
Under Represented
4
72
Under Represented
1059
712
695
1
657
OCR
417
354
280
2
254
0
219
Under Represented
173
Under Represented
3
142
Under Represented
122
Under Represented
OMR
99
Under Represented
71
Under Represented
Under Represented
4
53
Under Represented
264
183
169
1
177
OCR
112
88
71
2
68
0
59
Under Represented
Under Represented
3
31
Under Represented
29
Under Represented
OMR
25
Under Represented
17
Under Represented
Under Represented
4
19
Under Represented
Missing
0
Missing
0
Missing
1
0
Missing
OCR
0
Missing
Missing
0
Missing
2
0
Missing
0
0
Missing
Missing
3
0
Missing
0
Missing
OMR
0
Missing
Missing
Missing
4
0
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.

The purple box indicates the median width by median height image (2494x3480).

292
> 1024x1024
2494px
3480px

Aspect Ratio Distribution

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

tall
205
wide
87

Annotation Heatmap

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

0 (278)
1 (834)
2 (322)
3 (173)
4 (72)
all
rectangle (213)
barcode2 (1,323)
barcode (442)
OCR (529)
star (895)
OMR (124)
square (864)
page (351)
xuehao (151)
triangle (81)
diamond (88)

Histogram of Object Count by Image

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

0
1
2
3
4
all
rectangle
barcode2
barcode
OCR
star
OMR
square
page
xuehao
triangle
diamond
    100 imgs
    50
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
Count of all objects

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