Dataset Analytics

Generated on December 15, 2023 at 3:53 pm.

Number of Images

99,238

Number of Annotations

381,155

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
95,539
66,728
49,540
30,222
22,909
15,846
car
13,802
Under Represented
13,010
Under Represented
12,325
Under Represented
11,532
Under Represented
van
7,883
Under Represented
7,754
Under Represented
7,393
Under Represented
5,790
Under Represented
4,742
Under Represented
Under Represented
3,348
Under Represented
Under Represented
2,902
Under Represented
2,653
Under Represented
66707
46702
21212
15957
11098
car
9609
Under Represented
Under Represented
Under Represented
8075
Under Represented
van
5504
Under Represented
5475
Under Represented
5199
Under Represented
Under Represented
3389
Under Represented
Under Represented
2360
Under Represented
Under Represented
2067
Under Represented
1816
Under Represented
19104
13313
6045
4692
3194
car
2759
Under Represented
Under Represented
Under Represented
2310
Under Represented
van
1579
Under Represented
1464
Under Represented
1436
Under Represented
Under Represented
950
Under Represented
Under Represented
697
Under Represented
Under Represented
545
Under Represented
573
Under Represented
6713
2965
2260
1554
car
1434
Under Represented
Under Represented
Under Represented
1147
Under Represented
van
800
Under Represented
815
Under Represented
758
Under Represented
Under Represented
403
Under Represented
Under Represented
291
Under Represented
Under Represented
290
Under Represented
264
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).

99,238
640px
640px

Aspect Ratio Distribution

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

square
99,238

Annotation Heatmap

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

all
car (13,802)
van (7,883)
gloves (2,653)
person (66,728)
fire (30,222)
barcode (2,902)
traffic light (12,325)
ladder (3,348)
smoke (15,846)
license plate (3,902)
road sign (7,393)
forklift (11,532)
traffic cone (5,790)
qr code (4,742)
wood pallet (95,539)
safety vest (13,010)
helmet (22,909)
cardboard box (49,540)
truck (7,754)
freight container (3,335)

Histogram of Object Count by Image

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

all
car
van
gloves
person
fire
barcode
traffic light
ladder
smoke
license plate
road sign
forklift
traffic cone
qr code
wood pallet
safety vest
helmet
cardboard box
truck
freight container
    53657 imgs
    26828.5
  • 1
  • 2-35
  • 36-69
  • 70-103
  • 104-137
  • 138-171
  • 172-205
  • 206-239
  • 240-273
  • 274-307
  • 308-341
Count of all objects

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