Dataset Analytics
Generated on August 19, 2022 at 7:38 pm.
Number of Images
4,326
Number of Annotations
15,412
Average Image Size
0.42 mp
Median Image Ratio
714x602
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
4,180
2,430
1,876
1,569
1,372
914
823
358
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
287
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
260
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
187
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
173
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
160
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
159
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
94
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
55
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
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 (714x602).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
930
square
270
wide
3,121
very wide
5
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
face_with_mask_incorrect (150)
mask_surgical (2,430)
mask_colorful (1,876)
face_with_mask (4,180)
eyeglasses (914)
sunglasses (358)
hat (823)
face_shield (160)
face_other_covering (1,372)
turban (94)
face_no_mask (1,569)
scarf_bandana (260)
helmet (187)
hair_net (287)
other (39)
hijab_niqab (173)
hood (159)
goggles (192)
balaclava_ski_mask (134)
gas_mask (55)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
face_with_mask_incorrect
mask_surgical
mask_colorful
face_with_mask
eyeglasses
sunglasses
hat
face_shield
face_other_covering
turban
face_no_mask
scarf_bandana
helmet
hair_net
other
hijab_niqab
hood
goggles
balaclava_ski_mask
gas_mask
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
3149 imgs
1574.5