Dataset Analytics

Generated on September 17, 2023 at 10:45 pm.

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
1,166
932
707
626
bed
557
538
536
535
BBQ
497
472
390
371
360
Under Represented
352
Under Represented
311
Under Represented
303
Under Represented
Under Represented
298
Under Represented
Under Represented
Under Represented
Under Represented
99
Under Represented
1032
864
630
555
bed
521
510
505
471
BBQ
470
421
359
346
338
315
Under Represented
278
Under Represented
264
Under Represented
Under Represented
265
Under Represented
Under Represented
Under Represented
Under Represented
70
Under Represented
96
41
46
41
bed
24
18
Under Represented
17
Under Represented
42
BBQ
18
Under Represented
Under Represented
20
Under Represented
Under Represented
17
Under Represented
15
Under Represented
22
Under Represented
21
Under Represented
Under Represented
19
Under Represented
38
27
31
30
Under Represented
bed
12
10
Under Represented
14
22
BBQ
9
Under Represented
Under Represented
11
Under Represented
Under Represented
Under Represented
7
Under Represented
Under Represented
11
Under Represented
12
Under Represented
10
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
6,514

Annotation Heatmap

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

all
BBQ (497)
sink (626)
table lamp (557)
Couch (707)
Table (932)
Billiards table (399)
Coffemaker (430)
Refrigerator (408)
Stove (535)
baking oven (704)
Hair dryer (381)
foosball table (611)
bed side table (285)
Microwave (472)
Dish Washer (375)
television (299)
B-Hoop (360)
Jacuzzi (371)
Toaster (311)
LoungerChaise (905)
Swimming_Pool (455)
Umbrella (352)
dresser (538)
Stand Mixer (254)
Fireplace (303)
Chair (1,166)
bed (557)
Blender (536)
wall clock (288)
Shower (390)
Bathtub (298)
Crib (99)

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