Dataset Analytics
Generated on January 12, 2024 at 2:11 am.
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
all
train
valid
test
587
507
442
413
409
401
393
367
337
331
330
250
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
211
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
136
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
547
468
402
387
381
372
364
337
315
312
304
236
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
192
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
126
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
24
24
31
20
17
19
18
19
12
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
14
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
15
6
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
10
11
11
10
6
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
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
529
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
slide mirror (587)
windshield (250)
hood (337)
headlight (507)
front bumper (393)
trunk lid (211)
rear bumper (367)
roof (331)
taillight (442)
quarters (413)
fender (409)
front doors (401)
back doors (330)
rear window (136)
