Dataset Analytics

Generated on September 05, 2024 at 6:13 am.

Number of Images

409

Number of Annotations

25,823

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
14,733
3,146
2,132
694
Under Represented
677
Under Represented
674
Under Represented
440
Under Represented
421
Under Represented
395
Under Represented
392
Under Represented
335
Under Represented
309
Under Represented
305
Under Represented
244
Under Represented
196
Under Represented
185
Under Represented
167
Under Represented
bed
133
Under Represented
128
Under Represented
117
Under Represented
11174
2358
1551
517
Under Represented
501
Under Represented
498
Under Represented
369
Under Represented
315
Under Represented
287
Under Represented
303
Under Represented
266
Under Represented
222
Under Represented
238
Under Represented
188
Under Represented
138
Under Represented
125
Under Represented
128
Under Represented
bed
108
Under Represented
97
Under Represented
84
Under Represented
2056
468
362
111
Under Represented
108
Under Represented
115
Under Represented
53
Under Represented
77
Under Represented
63
Under Represented
61
Under Represented
39
Under Represented
53
Under Represented
28
Under Represented
37
Under Represented
36
Under Represented
33
Under Represented
18
Under Represented
bed
15
Under Represented
16
Under Represented
16
Under Represented
1503
320
219
66
Under Represented
68
Under Represented
61
Under Represented
18
Under Represented
29
Under Represented
45
Under Represented
28
Under Represented
30
Under Represented
34
Under Represented
39
Under Represented
19
Under Represented
22
Under Represented
27
Under Represented
21
Under Represented
bed
10
Under Represented
15
Under Represented
17
Under Represented

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
409

Annotation Heatmap

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

all
wall (14,733)
bed2 (674)
door (2,132)
opening (305)
toilet (677)
bathtub (392)
stove (309)
sink (395)
shower (185)
sofa1 (421)
sofa3 (244)
sofa2 (196)
door-s (335)
window (3,146)
vanity (694)
door2 (167)
stair (128)
l-sofa (117)
h-wall (440)
bed (133)

Histogram of Object Count by Image

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

all
wall
bed2
door
opening
toilet
bathtub
stove
sink
shower
sofa1
sofa3
sofa2
door-s
window
vanity
door2
stair
l-sofa
h-wall
bed
    112 imgs
    56
  • 1
  • 2-19
  • 20-37
  • 38-55
  • 56-73
  • 74-91
  • 92-109
  • 110-127
  • 128-145
  • 146-163
  • 164-181
Count of all objects

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