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
905
707
704
626
611
557
557
538
536
535
497
472
455
430
408
399
390
381
375
371
360
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
352
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
311
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
303
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
299
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
298
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
288
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
285
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
254
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
99
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
1032
864
837
630
618
555
575
521
495
510
505
471
470
421
404
390
366
378
359
355
331
346
338
315
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
278
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
264
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
264
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
265
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
253
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
249
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
221
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
70
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
96
41
46
56
41
24
40
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
42
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
36
25
29
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
20
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
18
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
28
17
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
29
22
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
26
23
21
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
22
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
23
19
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
38
27
31
30
30
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
12
22
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
14
22
9
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
15
15
13
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
16
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
7
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
8
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
11
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
13
12
12
13
10
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
10
Add more images with this class to improve the model's ability to learn and predict it.
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)