Dataset Analytics

Generated on February 06, 2024 at 1:25 pm.

Number of Images

150
0 missing annotations

Number of Annotations

553
3.7 per image (average)
Across 3 classes

Average Image Size

0.41 mp
from to 0.04 mp
to 0.92 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
JK_POLICE
224
BSF
171
CRPF
158
JK_POLICE
140
BSF
120
CRPF
106
JK_POLICE
49
BSF
24
Under Represented
CRPF
34
JK_POLICE
35
BSF
27
CRPF
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.

The purple box indicates the median width by median height image (640x640).

small
1
medium
41
large
108
640px
640px

Aspect Ratio Distribution

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

tall
17
square
103
wide
30

Annotation Heatmap

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

all
CRPF (158)
JK_POLICE (224)
BSF (171)

Histogram of Object Count by Image

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

all
CRPF
JK_POLICE
BSF
    46 imgs
    23
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
  • 14-15
Count of all objects

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