Dataset Analytics

Generated on September 12, 2024 at 7:20 am.

Number of Images

853

Number of Annotations

1,013

Average Image Size

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
243
182
166
123
Bed
97
90
87
23
Under Represented
2
Under Represented
172
126
113
86
Bed
71
64
60
17
Under Represented
1
Under Represented
49
39
35
23
Bed
14
Under Represented
19
17
4
Under Represented
1
Under Represented
22
17
18
14
Bed
12
7
Under Represented
10
2
Under Represented
0
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
853

Annotation Heatmap

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

all
Table (182)
Pillow (87)
Couch (90)
Bed (97)
Clock (123)
Chair (243)
Cabinet (166)
Oven (23)
Cooker (2)

Histogram of Object Count by Image

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

all
Table
Pillow
Couch
Bed
Clock
Chair
Cabinet
Oven
Cooker
    756 imgs
    378
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
  • 9
Count of all objects

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