Dataset Analytics
Generated on October 02, 2023 at 9:31 pm.
Number of Images
693
Number of Annotations
2,953
Average Image Size
5.94 mp
Median Image Ratio
2868x2159
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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 (2868x2159).
693
> 1024x1024
2868px
2159px
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
120
wide
573
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
open_circuit (482)
spurious_copper (503)
spur (488)
short (491)
missing_hole (497)
mouse_bite (492)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
open_circuit
spurious_copper
spur
short
missing_hole
mouse_bite
-
1
-
2
-
3
-
4
-
5
-
6
412 imgs
206