Dataset Analytics

Generated on July 09, 2024 at 7:40 am.

Number of Images

77
0 missing annotations

Number of Annotations

297
3.9 per image (average)
Across 5 classes

Average Image Size

0.62 mp
from to 0.01 mp
to 9.88 mp

Median Image Ratio

619x775
tall

Class Balance

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

Classes

all
train
valid
test
SHOCK-ABSORBER
131
CYLINDER
74
FIRE-EXTINGUISHER
41
Under Represented
CANISTER
37
Under Represented
CANS
14
Under Represented
SHOCK-ABSORBER
70
CYLINDER
52
FIRE-EXTINGUISHER
36
CANISTER
25
Under Represented
CANS
13
Under Represented
SHOCK-ABSORBER
32
CYLINDER
16
FIRE-EXTINGUISHER
5
Under Represented
CANISTER
7
Under Represented
CANS
0
Missing
SHOCK-ABSORBER
29
CYLINDER
6
Under Represented
FIRE-EXTINGUISHER
0
Missing
CANISTER
5
Under Represented
CANS
1
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 (619x775).

small
1
medium
15
large
33
jumbo
28
> 1024x1024
619px
775px

Aspect Ratio Distribution

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

tall
46
square
4
wide
27

Annotation Heatmap

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

all
SHOCK-ABSORBER (131)
CANISTER (37)
CYLINDER (74)
FIRE-EXTINGUISHER (41)
CANS (14)

Histogram of Object Count by Image

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

all
SHOCK-ABSORBER
CANISTER
CYLINDER
FIRE-EXTINGUISHER
CANS
    30 imgs
    15
  • 0
  • 1
  • 2-6
  • 7-11
  • 12-16
  • 17-21
  • 22-26
  • 27-31
  • 32-36
  • 37-41
  • 42-46
Count of all objects

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