Dataset Analytics
Generated on April 26, 2024 at 9:46 am.
Number of Images
604
Number of Annotations
1,131
Average Image Size
0.25 mp
Median Image Ratio
600x359
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
308
124
121
120
109
91
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
89
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
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
266
124
121
112
107
91
89
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
83
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
40
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
8
2
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
2
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 (600x359).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
54
square
46
wide
477
very wide
21
> 1.5:1
extremely wide
6
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Diamond (121)
Round (308)
3sided (124)
6sided (91)
Blister (86)
5sided (89)
Square (109)
Oblong (120)
Capsule (83)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Diamond
Round
3sided
6sided
Blister
5sided
Square
Oblong
Capsule
-
1
-
2
527 imgs
263.5