Dataset Analytics

Generated on June 09, 2024 at 7:57 am.

Number of Images

290

Number of Annotations

2,154

Average Image Size

0.47 mp

Median Image Ratio

1242x375
very wide

Class Balance

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

Classes

all
train
valid
test
car
1,123
459
van
131
Under Represented
68
Under Represented
54
Under Represented
48
Under Represented
Under Represented
31
Under Represented
car
791
323
van
96
Under Represented
42
Under Represented
43
Under Represented
43
Under Represented
Under Represented
20
Under Represented
car
234
van
19
Under Represented
17
Under Represented
6
Under Represented
4
Under Represented
Under Represented
9
Under Represented
car
98
van
16
Under Represented
Under Represented
5
Under Represented
1
Under Represented
Missing
2
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 (1242x375).

290
1242px
375px

Aspect Ratio Distribution

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

very wide
290
> 1.5:1

Annotation Heatmap

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

all
car (1,123)
van (131)
dont care (459)
truck (54)
pedestrian (208)
misc (48)
cyclist (68)
tram (31)
person sitting (32)

Histogram of Object Count by Image

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

all
car
van
dont care
truck
pedestrian
misc
cyclist
tram
person sitting
    57 imgs
    28.5
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
  • 16-17
  • 18-19
Count of all objects

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