TRY THIS MODEL
Drop image here to test
brain-tumour-detection-6kra4/1 (latest)
Dataset Analytics
Generated on April 07, 2024 at 12:24 am.
Number of Images
202
Number of Annotations
208
Average Image Size
0.26 mp
Median Image Ratio
512x512
square
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
157
47
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
109
33
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
32
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
This class is missing from the split. Add more images with this class to balance the
dataset.
Missing
16
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
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 (512x512).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
15
square
182
wide
5
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Brain-Tumour (157)
No Tumour (47)
BrainTumour (4)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Brain-Tumour
No Tumour
BrainTumour
-
1
-
2
196 imgs
98