Dataset Analytics

Generated on February 07, 2024 at 9:44 pm.

Number of Images

381
0 missing annotations
0 null examples

Number of Annotations

570
1.5 per image (average)
Across 4 classes

Average Image Size

0.41 mp
from to 0.05 mp
to 5.95 mp

Median Image Ratio

720x594
wide

Class Balance

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

Classes

all
train
valid
test
violin
188
cello
150
saxophone
121
guitar
111
violin
99
cello
92
saxophone
88
guitar
78
violin
81
cello
53
saxophone
28
Under Represented
guitar
25
Under Represented
violin
8
cello
5
saxophone
5
guitar
8

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 (720x594).

medium
105
large
189
jumbo
87
> 1024x1024
720px
594px

Aspect Ratio Distribution

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

tall
113
square
14
wide
253
very wide
1
> 1.5:1

Annotation Heatmap

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

all
cello (150)
saxophone (121)
violin (188)
guitar (111)

Histogram of Object Count by Image

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

all
cello
saxophone
violin
guitar
    310 imgs
    155
  • 1
  • 2-5
  • 6-9
  • 10-13
  • 14-17
  • 18-21
  • 22-25
  • 26-29
  • 30-33
Count of all objects

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