Dataset Analytics
Generated on November 08, 2023 at 2:32 am.
Number of Images
864
Number of Annotations
878
Average Image Size
0.05 mp
Median Image Ratio
259x225
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
182
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
78
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
66
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
122
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
53
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
41
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
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
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 (259x225).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
97
square
466
wide
297
very wide
1
> 1.5:1
extremely wide
3
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
brake_clutch_fluid_reservior (77)
cooling_system_cap (144)
windshield_washer_fluid_reservior (123)
engine_oil_dipstick (129)
logo (182)
battery (78)
fuse_block (66)
engine_oil_filler_cap (79)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
brake_clutch_fluid_reservior
cooling_system_cap
windshield_washer_fluid_reservior
engine_oil_dipstick
logo
battery
fuse_block
engine_oil_filler_cap
-
0
-
1
-
2
-
3
845 imgs
422.5