Dataset Analytics

Generated on April 24, 2024 at 2:31 pm.

Number of Images

3,960

Number of Annotations

4,687

Average Image Size

0.52 mp

Median Image Ratio

709x720
square

Class Balance

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

Classes

all
train
valid
test
369
213
208
164
Under Represented
155
Under Represented
Under Represented
139
Under Represented
137
Under Represented
136
Under Represented
129
Under Represented
Under Represented
108
Under Represented
257
147
136
109
Under Represented
Under Represented
111
Under Represented
Under Represented
98
Under Represented
97
Under Represented
Under Represented
Under Represented
Under Represented
73
Under Represented
37
Under Represented
Under Represented
28
Under Represented
30
Under Represented
Under Represented
Under Represented
Under Represented
21
Under Represented
18
Under Represented
Under Represented
Under Represented
13
Under Represented
10
Under Represented
Under Represented
Under Represented
Under Represented
14
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 (709x720).

37
1,793
333
1,797
> 1024x1024
709px
720px

Aspect Ratio Distribution

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

tall
2,205
square
1,293
wide
460
very wide
2
> 1.5:1

Annotation Heatmap

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

all
PDT-500 (139)
7UP-500 (137)
Andes-lata (404)
Pepsi-500 (136)
Stella-lata (206)
Pepsi-lata (231)
Patagonia-lata (450)
Quilmes-lata (259)
PDT-lata (155)
Corona-lata (296)
Corona-330 (233)
Brahma-lata (254)
Mirinda-lata (155)
7UP-lata (213)
Gatorade (369)
Bud-lata (208)
AwaFrut-500 (118)
Mirinda-500 (146)
DobleMalta-lata (177)
1890-lata (129)
Eco-500 (108)
Redbull (164)

Histogram of Object Count by Image

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

all
PDT-500
7UP-500
Andes-lata
Pepsi-500
Stella-lata
Pepsi-lata
Patagonia-lata
Quilmes-lata
PDT-lata
Corona-lata
Corona-330
Brahma-lata
Mirinda-lata
7UP-lata
Gatorade
Bud-lata
AwaFrut-500
Mirinda-500
DobleMalta-lata
1890-lata
Eco-500
Redbull
    3589 imgs
    1794.5
  • 0
  • 1
  • 2
  • 3
  • 4
  • 5
  • 6
  • 7
  • 8
Count of all objects

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