Dataset Analytics

Generated on December 13, 2023 at 12:02 pm.

Number of Images

500

Number of Annotations

666

Average Image Size

1.05 mp

Median Image Ratio

1038x1000
square

Class Balance

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

Classes

all
train
valid
test
34
26
21
14
17
14
16
15
15
bus
14
Under Represented
14
14
14
14
11
12
10
7
Under Represented
8
6
4
Under Represented
Under Represented
Under Represented
bus
4
Under Represented
Under Represented
Under Represented
4
Under Represented
4
Under Represented
Under Represented
Under Represented
Under Represented
4
Under Represented
4
Under Represented
5
2
Under Represented
3
8
Under Represented
3
2
Under Represented
Under Represented
3
Under Represented
bus
2
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
2
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
2
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 (1038x1000).

1
92
160
247
> 1024x1024
1038px
1000px

Aspect Ratio Distribution

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

tall
52
square
138
wide
307
very wide
2
> 1.5:1
extremely wide
1
> 2.5:1

Annotation Heatmap

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

all
selotip (28)
badak (24)
panda (22)
sapu (29)
truk (20)
penggaris (26)
bus (20)
harimau (23)
pohon_apel (20)
pohon_kelapa (22)
microwave (20)
kalkulator (20)
pohon_jeruk (20)
pohon_pisang (27)
ricecooker (20)
pensil (34)
motor (20)
mobil (20)
kemoceng (74)
domba (40)
pulpen (50)
mejabelajar (20)
zebra (25)
sepeda (20)
pohon_mangga (22)

Histogram of Object Count by Image

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

all
selotip
badak
panda
sapu
truk
penggaris
bus
harimau
pohon_apel
pohon_kelapa
microwave
kalkulator
pohon_jeruk
pohon_pisang
ricecooker
pensil
motor
mobil
kemoceng
domba
pulpen
mejabelajar
zebra
sepeda
pohon_mangga
    427 imgs
    213.5
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

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