Dataset Analytics
Generated on January 11, 2024 at 8:01 am.
Number of Images
3,006
Number of Annotations
3,311
Average Image Size
0.71 mp
Median Image Ratio
1024x720
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
410
366
337
334
318
316
315
309
304
302
288
279
247
225
210
125
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
236
257
215
221
56
68
25
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
35
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
58
49
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
34
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
41
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
166
44
43
31
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
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 (1024x720).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
259
square
96
wide
2,631
very wide
16
> 1.5:1
extremely wide
4
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
White Shark (304)
Blue shark (315)
shark_whale (316)
Sand tiger shark (366)
Whitetip Shark (318)
Bull Shark (337)
shark_hammerhead (410)
shark_tiger (309)
Mako shark (302)
shark_nurse (334)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
White Shark
Blue shark
shark_whale
Sand tiger shark
Whitetip Shark
Bull Shark
shark_hammerhead
shark_tiger
Mako shark
shark_nurse
-
0
-
1
-
2-4
-
5-7
-
8-10
-
11-13
-
14-16
-
17-19
-
20-22
2824 imgs
1412