Dataset Analytics

Generated on April 28, 2024 at 11:31 am.

Number of Images

9,147

Number of Annotations

33,441

Average Image Size

0.00 mp

Median Image Ratio

21x42
tall

Class Balance

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

Classes

all
train
valid
test
2,979
2,437
2,184
2,181
2,060
1,850
1,781
1,534
1,532
1,348
Under Represented
758
Under Represented
749
Under Represented
Under Represented
L-M
653
Under Represented
638
Under Represented
426
Under Represented
293
Under Represented
Under Represented
Under Represented
1991
1540
1668
1389
1468
1223
946
673
Under Represented
590
Under Represented
631
Under Represented
Under Represented
413
Under Represented
477
Under Represented
Under Represented
L-M
135
Under Represented
317
Under Represented
300
Under Represented
185
Under Represented
Under Represented
Under Represented
716
717
380
513
382
504
685
567
813
472
Under Represented
221
Under Represented
229
Under Represented
L-M
453
214
Under Represented
76
Under Represented
46
Under Represented
Under Represented
Under Represented
272
180
136
279
210
123
150
294
129
245
Under Represented
124
43
Under Represented
Under Represented
L-M
65
Under Represented
107
Under Represented
50
Under Represented
62
Under Represented
Under Represented
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.

The purple box indicates the median width by median height image (21x42).

8,537
< 100x100
103
2
505
> 1024x1024
21px
42px

Aspect Ratio Distribution

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

tall
9,009
wide
138

Annotation Heatmap

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

all
v5 - v8 2024-04-06 10:24am (8,064)
Salem (2,437)
Maverick (2,979)
object (426)
American-Spirit (883)
Pall-Mall (1,534)
Kool (1,781)
Lucky-Strike (702)
Camel (1,532)
Winston (749)
Newport (1,348)
Marlboro (1,850)
Montego (2,184)
Eagle-20s (2,060)
Liggett (293)
Parliament (135)
L-M (653)
Virginia-Slims (254)
Misty (638)
Pyramid (2,181)
USA-Gold (758)

Histogram of Object Count by Image

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

all
v5 - v8 2024-04-06 10:24am
Salem
Maverick
object
American-Spirit
Pall-Mall
Kool
Lucky-Strike
Camel
Winston
Newport
Marlboro
Montego
Eagle-20s
Liggett
Parliament
L-M
Virginia-Slims
Misty
Pyramid
USA-Gold
    8491 imgs
    4245.5
  • 0
  • 1
  • 2-22
  • 23-43
  • 44-64
  • 65-85
  • 86-106
  • 107-127
  • 128-148
  • 149-169
  • 170-190
  • 191-211
Count of all objects

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