Dataset Analytics

Generated on May 11, 2023 at 1:19 pm.

Number of Images

1,821
0 missing annotations

Number of Annotations

2,785
1.5 per image (average)
Across 15 classes

Average Image Size

2.07 mp
from to 2.07 mp
to 2.07 mp

Median Image Ratio

1080x1920
tall

Class Balance

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

Classes

Car
877
Truck
377
Green Light
317
People
304
Bus
217
Zebra Crossing
153
Red light
133
Under Represented
Stop
123
Under Represented
No Jaywalking
110
Under Represented
Split-Way
61
Under Represented
Keep Left
58
Under Represented
School crossing
28
Under Represented
Maximum Speed Limit
12
Under Represented
Road works
11
Under Represented
Height Restriction
4
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.

All images are the same size, 1080x1920.

Aspect Ratio Distribution

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

tall
1,821

Annotation Heatmap

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

all
People (304)
Bus (217)
Car (877)
Truck (377)
No Jaywalking (110)
Zebra Crossing (153)
School crossing (28)
Green Light (317)
Keep Left (58)
Red light (133)
Stop (123)
Split-Way (61)
Road works (11)
Maximum Speed Limit (12)
Height Restriction (4)

Histogram of Object Count by Image

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

all
People
Bus
Car
Truck
No Jaywalking
Zebra Crossing
School crossing
Green Light
Keep Left
Red light
Stop
Split-Way
Road works
Maximum Speed Limit
Height Restriction
    1223 imgs
    611.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
Count of all objects

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