Dataset Analytics
Generated on March 22, 2024 at 12:53 am.
Number of Images
684
Number of Annotations
684
Average Image Size
0.55 mp
Median Image Ratio
999x551
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
all
train
valid
test
75
67
67
64
59
57
56
56
49
48
46
40
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
59
50
50
48
43
42
43
43
35
35
35
31
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
17
17
16
16
15
12
13
14
13
11
9
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
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
1
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 (999x551).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
wide
684
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
ushi (67)
uma (57)
saru (56)
i (40)
tori (48)
tatsu (59)
hitsuji (56)
u (64)
inu (49)
ne (67)
tora (75)
mi (46)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
ushi
uma
saru
i
tori
tatsu
hitsuji
u
inu
ne
tora
mi
-
1
684 imgs
342