Dataset Analytics
Generated on October 20, 2024 at 10:27 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
4,116
3,338
2,249
2,190
1,565
784
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
549
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
439
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
389
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
2851
2295
1560
1516
1109
619
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
379
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
297
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
276
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
840
713
478
464
314
117
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
129
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
86
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
84
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
425
330
211
210
142
48
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
56
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
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 (640x640).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
12
square
2,647
wide
736
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
green_light (1,565)
stop_line (2,249)
red_light (2,190)
car (3,338)
motobike (4,116)
yellow_light (784)
bus (389)
bike (439)
truck (549)