Dataset Analytics

Generated on May 08, 2024 at 7:53 am.

Number of Images

144
0 missing annotations
0 null examples

Number of Annotations

469
3.3 per image (average)
Across 4 classes

Average Image Size

5.01 mp
from to 5.01 mp
to 5.01 mp

Median Image Ratio

2448x2048
wide

Class Balance

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

Classes

all
train
valid
test
misprocess
198
OCR
127
burr
80
Under Represented
Good
64
Under Represented
misprocess
185
OCR
112
burr
74
Under Represented
Good
53
Under Represented
misprocess
3
OCR
3
burr
2
Good
1
Under Represented
misprocess
10
OCR
12
burr
4
Under Represented
Good
10

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, 2448x2048.

Aspect Ratio Distribution

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

wide
144

Annotation Heatmap

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

all
burr (80)
misprocess (198)
OCR (127)
Good (64)

Histogram of Object Count by Image

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

all
burr
misprocess
OCR
Good
    46 imgs
    23
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
Count of all objects

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