Dataset Analytics
Generated on October 02, 2023 at 1:36 pm.
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
994
797
725
642
491
464
464
407
387
350
350
314
289
280
266
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
235
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
227
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
205
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
151
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
144
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
116
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
108
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
706
566
486
465
343
303
337
277
278
243
246
232
189
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
194
192
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
162
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
169
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
147
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
100
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
102
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
202
164
170
110
99
107
83
65
75
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
54
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
49
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
45
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
39
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
38
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
69
49
44
44
32
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
32
25
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
28
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
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
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
348
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Hood (387)
Right_front_light (207)
Right_front_fender (384)
Right_mirror (266)
Right_front_door (642)
Rim (464)
Right_running_board (298)
Right_back_door (994)
Trunk (725)
Back_bumper (491)
License_plate (464)
Left_back_light (350)
Right_back_rack (797)
Right_back_light (289)
Fuel_cup (151)
Door_handle (205)
Front_windshield (227)
Roof (235)
Right_front_rack (314)
Right_back_window (264)
Right_front_window (209)
Front_bamper (280)
Right_fog_lamp (108)
Back_windshield (407)
Left_front_light (144)
Left_fog_lamp (116)
Grill (350)