Dataset Analytics

Generated on October 10, 2024 at 2:16 am.

Number of Images

9,871
0 missing annotations

Number of Annotations

10,052
1.0 per image (average)
Across 3 classes

Average Image Size

0.41 mp
from to 0.08 mp
to 2.07 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
Hand
6,696
Parcel
3,213
Digital_meter
143
Under Represented
Hand
3520
Parcel
2156
Digital_meter
102
Under Represented
Hand
2525
Parcel
838
Under Represented
Digital_meter
29
Under Represented
Hand
651
Parcel
219
Under Represented
Digital_meter
12
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).

medium
223
large
6,319
jumbo
3,329
> 1024x1024
640px
640px

Aspect Ratio Distribution

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

tall
226
square
5,649
wide
3,992
very wide
4
> 1.5:1

Annotation Heatmap

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

all
Hand (6,696)
Parcel (3,213)
Digital_meter (143)

Histogram of Object Count by Image

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

all
Hand
Parcel
Digital_meter
    6655 imgs
    3327.5
  • 0
  • 1
  • 2
  • 3
  • 4
Count of all objects

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