TRY THIS MODEL
Drop image here to test
toolkitv2/4 (latest)
Dataset Analytics
Generated on July 04, 2023 at 5:10 pm.
Number of Images
2,157
Number of Annotations
5,455
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
1,878
1,526
775
768
314
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
132
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
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1463
1248
595
637
251
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
93
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
44
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
415
278
180
131
63
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
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
0
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
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
179
square
1,479
wide
489
very wide
8
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
2 (1)
all
wrench (1,526)
screw (775)
bolt_a (314)
bolt_b (768)
person (1,878)
vague (132)
bolt_c (61)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
2
all
wrench
screw
bolt_a
bolt_b
person
vague
bolt_c
-
1
-
2-5
-
6-9
-
10-13
-
14-17
-
18-21
-
22-25
-
26-29
-
30-33
-
34-37
-
38-41
1416 imgs
708