Dataset Analytics

Generated on January 18, 2023 at 11:06 am.

Number of Images

97
0 missing annotations
0 null examples

Number of Annotations

215
2.2 per image (average)
Across 5 classes

Average Image Size

0.41 mp
from to 0.41 mp
to 0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

PAINT DAMAGE
100
DUST
54
LE-Erosion
22
Under Represented
PU TAPE DAMAGE
21
Under Represented
OIL LEAKAGE
18
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, 640x640.

Aspect Ratio Distribution

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

square
97

Annotation Heatmap

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

all
DUST (54)
PU TAPE DAMAGE (21)
LE-Erosion (22)
OIL LEAKAGE (18)
PAINT DAMAGE (100)

Histogram of Object Count by Image

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

all
DUST
PU TAPE DAMAGE
LE-Erosion
OIL LEAKAGE
PAINT DAMAGE
    66 imgs
    33
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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