Dataset Analytics
Generated on October 20, 2024 at 7:16 am.
Number of Images
521
Number of Annotations
1,572
Average Image Size
0.31 mp
Median Image Ratio
640x480
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
316
278
277
273
169
163
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
96
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
282
246
245
243
152
147
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
88
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
34
32
32
30
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
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
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.
All images are the same size, 640x480.
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
521
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
helipad (316)
blue_tin (277)
green_tin (273)
red_tin (278)
R_marker (169)
N_marker (163)
cone (96)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
helipad
blue_tin
green_tin
red_tin
R_marker
N_marker
cone
-
0
-
1
-
2
-
3
-
4
-
5
-
6
-
7
-
8
222 imgs
111