Dataset Analytics
Generated on January 18, 2023 at 11:06 am.
Number of Images
97
Number of Annotations
215
Average Image Size
0.41 mp
Median Image Ratio
640x640
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
100
54
22
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
18
Add more images with this class to improve the model's ability to learn and predict it.
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, 640x640.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
97
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
DUST (54)
PU TAPE DAMAGE (21)
LE-Erosion (22)
OIL LEAKAGE (18)
PAINT DAMAGE (100)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
DUST
PU TAPE DAMAGE
LE-Erosion
OIL LEAKAGE
PAINT DAMAGE
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
66 imgs
33