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
31
30
29
29
29
29
28
28
27
26
26
25
19
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
27
27
27
25
25
24
25
24
24
23
21
21
21
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2
2
2
3
2
3
2
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
2
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
3
2
2
2
2
2
This class is missing from the split. Add more images with this class to balance the
dataset.
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).
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
-
1
-
2
594 imgs
297