Dataset Analytics

Generated on April 26, 2024 at 8:57 pm.

Number of Images

128

Number of Annotations

221

Average Image Size

20.63 mp

Median Image Ratio

4262x4016
wide

Class Balance

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

Classes

all
train
valid
test
34
30
21
18
13
11
10
Bed
9
9
8
Under Represented
6
Under Represented
cup
6
Under Represented
AC
4
Under Represented
Under Represented
Under Represented
2
Under Represented
2
Under Represented
Fan
1
Under Represented
Under Represented
1
Under Represented
1
Under Represented
22
17
14
16
10
9
6
Bed
8
6
7
Under Represented
5
Under Represented
cup
3
Under Represented
AC
4
Under Represented
Under Represented
Under Represented
2
Under Represented
2
Under Represented
Fan
0
Missing
Under Represented
0
Missing
0
Missing
8
10
5
2
1
Under Represented
2
4
Bed
1
Under Represented
3
0
Missing
Missing
0
Missing
cup
0
Missing
AC
0
Missing
Under Represented
Missing
0
Missing
0
Missing
Fan
1
Under Represented
Missing
0
Missing
0
Missing
4
3
2
0
Missing
2
0
Missing
0
Missing
Bed
0
Missing
0
Missing
1
1
cup
3
AC
0
Missing
Missing
Missing
0
Missing
0
Missing
Fan
0
Missing
Missing
1
1

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 (4262x4016).

128
> 1024x1024
4262px
4016px

Aspect Ratio Distribution

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

tall
55
square
2
wide
71

Annotation Heatmap

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

all
Pillow (10)
Television (23)
Stairs (13)
Sofa (30)
AC (4)
Chair (34)
Celling Fan (3)
Toilet (8)
Bathtub (6)
Sink (18)
Laptop (9)
Bed (9)
cup (6)
oven (11)
Table (21)
Refrigerator (1)
Gas Stove (2)
Lamp (2)
book (1)
Mirror (6)
Towel (2)
Shelf (1)
Fan (1)

Histogram of Object Count by Image

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

all
Pillow
Television
Stairs
Sofa
AC
Chair
Celling Fan
Toilet
Bathtub
Sink
Laptop
Bed
cup
oven
Table
Refrigerator
Gas Stove
Lamp
book
Mirror
Towel
Shelf
Fan
    64 imgs
    32
  • 1
  • 2
  • 3
  • 4
  • 5
Count of all objects

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