Dataset Analytics

Generated on September 04, 2023 at 7:40 am.

Number of Images

8,268

Number of Annotations

162,235

Average Image Size

2.07 mp

Median Image Ratio

1920x1080
wide

Class Balance

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

Classes

all
train
valid
test
42,614
32,041
28,121
13,344
10,820
8,450
6,838
Under Represented
4,899
Under Represented
4,377
Under Represented
3,782
Under Represented
2,008
Under Represented
1,614
Under Represented
1,319
Under Represented
1,026
Under Represented
982
Under Represented
29761
22352
19646
9257
7602
5844
4682
Under Represented
3355
Under Represented
3022
Under Represented
2635
Under Represented
1411
Under Represented
1150
Under Represented
933
Under Represented
716
Under Represented
701
Under Represented
8282
6274
5494
2549
2064
1754
1470
Under Represented
1020
Under Represented
929
Under Represented
745
Under Represented
375
Under Represented
328
Under Represented
248
Under Represented
203
Under Represented
193
Under Represented
4571
3415
2981
1538
1154
852
Under Represented
686
Under Represented
524
Under Represented
426
Under Represented
402
Under Represented
222
Under Represented
136
Under Represented
138
Under Represented
107
Under Represented
88
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 (1920x1080).

24
160
8,084
> 1024x1024
1920px
1080px

Aspect Ratio Distribution

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

tall
710
square
2
wide
7,556

Annotation Heatmap

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

all
person (42,614)
brick (1,319)
hook (4,899)
ebox (3,782)
slogan (10,820)
fence (4,377)
helmet (32,041)
scaffold (13,344)
hopper (2,008)
vest (28,121)
wood (8,450)
rebar (1,614)
board (6,838)
cutter (982)
handcart (1,026)

Histogram of Object Count by Image

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

all
person
brick
hook
ebox
slogan
fence
helmet
scaffold
hopper
vest
wood
rebar
board
cutter
handcart
    5517 imgs
    2758.5
  • 0
  • 1
  • 2-23
  • 24-45
  • 46-67
  • 68-89
  • 90-111
  • 112-133
  • 134-155
  • 156-177
  • 178-199
  • 200-221
Count of all objects

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