Dataset Analytics

Generated on March 24, 2024 at 11:40 am.

Number of Images

5,716
0 missing annotations
0 null examples

Number of Annotations

7,015
1.2 per image (average)
Across 7 classes

Average Image Size

0.41 mp
from to 0.41 mp
to 0.41 mp

Median Image Ratio

640x640
square

Class Balance

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

Classes

all
train
valid
test
Paper
1,018
Metal
1,017
Glass
1,015
Paper_Bag
1,013
Pet_Bottle
1,013
Garbage_Bag
996
Plastic_Bag
943
Paper
713
Metal
703
Glass
704
Paper_Bag
703
Pet_Bottle
707
Garbage_Bag
699
Plastic_Bag
680
Paper
201
Metal
210
Glass
207
Paper_Bag
209
Pet_Bottle
203
Garbage_Bag
196
Plastic_Bag
172
Paper
104
Metal
104
Glass
104
Paper_Bag
101
Pet_Bottle
103
Garbage_Bag
101
Plastic_Bag
91

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
5,716

Annotation Heatmap

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

all
Plastic_Bag (943)
Paper_Bag (1,013)
Glass (1,015)
Pet_Bottle (1,013)
Garbage_Bag (996)
Metal (1,017)
Paper (1,018)

Histogram of Object Count by Image

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

all
Plastic_Bag
Paper_Bag
Glass
Pet_Bottle
Garbage_Bag
Metal
Paper
    5078 imgs
    2539
  • 1
  • 2-8
  • 9-15
  • 16-22
  • 23-29
  • 30-36
  • 37-43
  • 44-50
  • 51-57
  • 58-64
  • 65-71
Count of all objects

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