Dataset Analytics
Generated on March 12, 2023 at 6:33 pm.
Number of Images
194
Number of Annotations
1,520
Average Image Size
0.26 mp
Median Image Ratio
512x512
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
201
195
175
131
102
98
91
87
75
65
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
62
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
61
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
46
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.
The purple box indicates the median width by median height image (512x512).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
square
181
wide
13
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
hood (98)
headlamp (201)
front_bumper (75)
car (195)
front_windshield (93)
front_grill (62)
tyre (175)
sideview_mirror (131)
window (87)
rear_bumper (65)
boot (46)
door (102)
panel (61)
windshield (2)
taillamp (91)
rear_windshield (36)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
hood
headlamp
front_bumper
car
front_windshield
front_grill
tyre
sideview_mirror
window
rear_bumper
boot
door
panel
windshield
taillamp
rear_windshield
-
1
-
2-3
-
4-5
-
6-7
-
8-9
-
10-11
-
12-13
-
14-15
-
16-17
57 imgs
28.5