Dataset Analytics
Generated on August 24, 2023 at 8:51 am.
Number of Images
562
Number of Annotations
2,675
Average Image Size
0.07 mp
Median Image Ratio
256x256
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
1,448
1,146
81
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1206
902
58
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
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 (256x256).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
2
square
528
wide
29
very wide
2
> 1.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
spatter (81)
crack (1,146)
porosity (1,448)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
spatter
crack
porosity
-
0
-
1
-
2-19
-
20-37
-
38-55
-
56-73
-
74-91
-
92-109
-
110-127
-
128-145
-
146-163
-
164-181
370 imgs
185
Similar Projects
See More626 images
1326 images
104 images
72 images
91 images