Dataset Analytics

Generated on November 23, 2022 at 11:11 pm.

Number of Images

1,272

Number of Annotations

2,581

Average Image Size

0.05 mp

Median Image Ratio

224x224
square

Class Balance

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

Classes

702
388
147
107
97
89
85
76
Under Represented
67
Under Represented
Under Represented
49
Under Represented
48
Under Represented
43
Under Represented
42
Under Represented
33
Under Represented
Under Represented
7
Under Represented
2
Under Represented
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.

All images are the same size, 224x224.

Aspect Ratio Distribution

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

square
1,272

Annotation Heatmap

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

all
desert (97)
bareland (62)
playground (184)
trees (33)
Baseball field (99)
Forest (89)
beach (49)
Pond (85)
River (43)
aeroplanes (108)
Railway Station (24)
building (702)
Farmlands (147)
houses (388)
Mountains (107)
School (48)
tank (76)
road (7)
Church (67)
bridge (42)
parking area (121)
ship (2)
triangular building (1)

Histogram of Object Count by Image

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

all
desert
bareland
playground
trees
Baseball field
Forest
beach
Pond
River
aeroplanes
Railway Station
building
Farmlands
houses
Mountains
School
tank
road
Church
bridge
parking area
ship
triangular building
    943 imgs
    471.5
  • 0
  • 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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