Real-Time Vendor Product Dataset

Class Balance

Overview of the number of annotations for each class in your dataset.

Classes

all

train

valid

test

0 0.6461187984375 0.21681456093749998 0.5259822796875 0.21681456093749998 0.5259822796875 0.25388699375 0.6461187984375 0.25388699375 0.6461187984375 0.21681456093749998

5,597

0 0.625714959375 0.3229124015625 0.52825535 0.3229124015625 0.52825535 0.3740462640625 0.625714959375 0.3740462640625 0.625714959375 0.3229124015625

1,169

0 0.6234553375 0.2538945765625 0.49651305468749996 0.2538945765625 0.49651305468749996 0.2960788765625 0.6234553375 0.2960788765625 0.6234553375 0.2538945765625

139

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.5282284500000001 0.325468334375 0.43076884375 0.325468334375 0.43076884375 0.3638149421875 0.5282284500000001 0.3638149421875 0.5282284500000001 0.325468334375

134

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.22221120156250002 0.336973834375 0.0046150734375000006 0.336973834375 0.0046150734375000006 0.5427682968750001 0.22221120156250002 0.5427682968750001 0.22221120156250002 0.336973834375

3

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.6461187984375 0.21681456093749998 0.5259822796875 0.21681456093749998 0.5259822796875 0.25388699375 0.6461187984375 0.25388699375 0.6461187984375 0.21681456093749998

3838

0 0.625714959375 0.3229124015625 0.52825535 0.3229124015625 0.52825535 0.3740462640625 0.625714959375 0.3740462640625 0.625714959375 0.3229124015625

828

0 0.6234553375 0.2538945765625 0.49651305468749996 0.2538945765625 0.49651305468749996 0.2960788765625 0.6234553375 0.2960788765625 0.6234553375 0.2538945765625

95

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.5282284500000001 0.325468334375 0.43076884375 0.325468334375 0.43076884375 0.3638149421875 0.5282284500000001 0.3638149421875 0.5282284500000001 0.325468334375

89

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.22221120156250002 0.336973834375 0.0046150734375000006 0.336973834375 0.0046150734375000006 0.5427682968750001 0.22221120156250002 0.5427682968750001 0.22221120156250002 0.336973834375

3

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.6461187984375 0.21681456093749998 0.5259822796875 0.21681456093749998 0.5259822796875 0.25388699375 0.6461187984375 0.25388699375 0.6461187984375 0.21681456093749998

1128

0 0.625714959375 0.3229124015625 0.52825535 0.3229124015625 0.52825535 0.3740462640625 0.625714959375 0.3740462640625 0.625714959375 0.3229124015625

258

0 0.6234553375 0.2538945765625 0.49651305468749996 0.2538945765625 0.49651305468749996 0.2960788765625 0.6234553375 0.2960788765625 0.6234553375 0.2538945765625

21

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.5282284500000001 0.325468334375 0.43076884375 0.325468334375 0.43076884375 0.3638149421875 0.5282284500000001 0.3638149421875 0.5282284500000001 0.325468334375

24

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.22221120156250002 0.336973834375 0.0046150734375000006 0.336973834375 0.0046150734375000006 0.5427682968750001 0.22221120156250002 0.5427682968750001 0.22221120156250002 0.336973834375

0

This class is missing from the split. Add more images with this class to balance the dataset.

Missing

0 0.6461187984375 0.21681456093749998 0.5259822796875 0.21681456093749998 0.5259822796875 0.25388699375 0.6461187984375 0.25388699375 0.6461187984375 0.21681456093749998

631

0 0.625714959375 0.3229124015625 0.52825535 0.3229124015625 0.52825535 0.3740462640625 0.625714959375 0.3740462640625 0.625714959375 0.3229124015625

83

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.6234553375 0.2538945765625 0.49651305468749996 0.2538945765625 0.49651305468749996 0.2960788765625 0.6234553375 0.2960788765625 0.6234553375 0.2538945765625

23

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.5282284500000001 0.325468334375 0.43076884375 0.325468334375 0.43076884375 0.3638149421875 0.5282284500000001 0.3638149421875 0.5282284500000001 0.325468334375

21

Add more images with this class to improve the model's ability to learn and predict it.

Under Represented

0 0.22221120156250002 0.336973834375 0.0046150734375000006 0.336973834375 0.0046150734375000006 0.5427682968750001 0.22221120156250002 0.5427682968750001 0.22221120156250002 0.336973834375

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, 640x640.

Aspect Ratio Distribution

The aspect ratio of your images compares the width vs. the height of your images.

square

265

Annotation Heatmap

Overview of where your annotations are located in the images in your dataset.

all

0 0.6461187984375 0.21681456093749998 0.5259822796875 0.21681456093749998 0.5259822796875 0.25388699375 0.6461187984375 0.25388699375 0.6461187984375 0.21681456093749998 (5,597)

0 0.625714959375 0.3229124015625 0.52825535 0.3229124015625 0.52825535 0.3740462640625 0.625714959375 0.3740462640625 0.625714959375 0.3229124015625 (1,169)

0 0.6234553375 0.2538945765625 0.49651305468749996 0.2538945765625 0.49651305468749996 0.2960788765625 0.6234553375 0.2960788765625 0.6234553375 0.2538945765625 (139)

0 0.5282284500000001 0.325468334375 0.43076884375 0.325468334375 0.43076884375 0.3638149421875 0.5282284500000001 0.3638149421875 0.5282284500000001 0.325468334375 (134)

0 0.22221120156250002 0.336973834375 0.0046150734375000006 0.336973834375 0.0046150734375000006 0.5427682968750001 0.22221120156250002 0.5427682968750001 0.22221120156250002 0.336973834375 (3)

Histogram of Object Count by Image

Overview of how many classes are annotated in each image in your dataset.

all

0 0.6461187984375 0.21681456093749998 0.5259822796875 0.21681456093749998 0.5259822796875 0.25388699375 0.6461187984375 0.25388699375 0.6461187984375 0.21681456093749998

0 0.625714959375 0.3229124015625 0.52825535 0.3229124015625 0.52825535 0.3740462640625 0.625714959375 0.3740462640625 0.625714959375 0.3229124015625

0 0.6234553375 0.2538945765625 0.49651305468749996 0.2538945765625 0.49651305468749996 0.2960788765625 0.6234553375 0.2960788765625 0.6234553375 0.2538945765625

0 0.5282284500000001 0.325468334375 0.43076884375 0.325468334375 0.43076884375 0.3638149421875 0.5282284500000001 0.3638149421875 0.5282284500000001 0.325468334375

0 0.22221120156250002 0.336973834375 0.0046150734375000006 0.336973834375 0.0046150734375000006 0.5427682968750001 0.22221120156250002 0.5427682968750001 0.22221120156250002 0.336973834375

99 imgs

49.5

1
2-11
12-21
22-31
32-41
42-51
52-61
62-71
72-81
82-91
92-101

Count of all objects