Dataset Analytics

Generated on June 27, 2024 at 8:22 am.

Number of Images

596

Number of Annotations

598

Average Image Size

1.23 mp

Median Image Ratio

1040x1280
tall

Class Balance

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

Classes

all
train
valid
test
31
29
28
25
hmi
19
Under Represented
Under Represented
Under Represented
Under Represented
27
24
24
21
hmi
14
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2
2
2
2
hmi
3
Missing
2
Under Represented
3
2
2
hmi
2
Missing

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 (1040x1280).

155
441
> 1024x1024
1040px
1280px

Aspect Ratio Distribution

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

tall
484
square
29
wide
83

Annotation Heatmap

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

all
Potensiometer (28)
Inverter (26)
Multimeter Digital (29)
lampu bohlam (28)
Tang Potong (9)
Power Supply (27)
Osciloscope (29)
Tang Kombinasi (33)
obeng plus (31)
hmi (19)
Resistor (12)
Motor (25)
Tang Lancip (14)
Kapasitor (30)
Tang ampere (29)
Solder (29)
Project Board (27)
Ocong (31)
Relay (28)
Kunci Inggris (27)
Gergaji Kayu (26)
Multimeter Analog (31)
Obeng Min (29)
Tachometer (1)

Histogram of Object Count by Image

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

all
Potensiometer
Inverter
Multimeter Digital
lampu bohlam
Tang Potong
Power Supply
Osciloscope
Tang Kombinasi
obeng plus
hmi
Resistor
Motor
Tang Lancip
Kapasitor
Tang ampere
Solder
Project Board
Ocong
Relay
Kunci Inggris
Gergaji Kayu
Multimeter Analog
Obeng Min
Tachometer
    594 imgs
    297
  • 1
  • 2
Count of all objects

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