Dataset Analytics

Generated on October 24, 2024 at 2:14 pm.

Number of Images

1,499

Number of Annotations

4,220

Average Image Size

7.99 mp

Median Image Ratio

2448x3264
tall

Class Balance

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

Classes

all
train
valid
test
569
218
90
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
35
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
10
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
6
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
362
177
67
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
27
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
2
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Missing
Under Represented
Under Represented
3
Under Represented
Under Represented
Missing
Missing
Missing
Missing
Missing
Under Represented
Missing
Missing
Missing
142
15
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Missing
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Under Represented
Missing
Under Represented
Missing
Missing
1
Under Represented
Under Represented
Missing
Missing
Missing
Under Represented
Missing
Missing
Under Represented
Missing
Missing

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 (2448x3264).

2
1,497
> 1024x1024
2448px
3264px

Aspect Ratio Distribution

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

tall
1,013
square
5
wide
481

Annotation Heatmap

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

all
Clear plastic bottle (267)
Plastic bottle cap (175)
Plastic film (380)
Other plastic wrapper (223)
Unlabeled litter (435)
Cigarette (569)
Drink can (218)
Other plastic (221)
Crisp packet (37)
Tissues (35)
Disposable food container (38)
Other carton (85)
Styrofoam piece (101)
Disposable plastic cup (100)
Glass bottle (96)
Paper cup (63)
Plastic lid (75)
Other plastic cup (2)
Corrugated carton (61)
Pop tab (90)
Aluminium foil (57)
Normal paper (73)
Other plastic bottle (47)
Rope & strings (26)
Single-use carrier bag (57)
Scrap metal (18)
Plastic straw (138)
Foam food container (14)
Magazine paper (12)
Broken glass (106)
Garbage bag (31)
Drink carton (42)
Meal carton (27)
Plastic utensils (35)
Aerosol (10)
Toilet tube (4)
Food Can (33)
Metal bottle cap (72)
Paper bag (27)
Six pack rings (5)
Spread tub (8)
Foam cup (12)
Plastic glooves (3)
Egg carton (10)
Food waste (8)
Other plastic container (6)
Metal lid (9)
Wrapping paper (11)
Squeezable tube (7)
Aluminium blister pack (6)
Tupperware (4)
Polypropylene bag (3)
Glass jar (6)
Glass cup (6)
Pizza box (3)
Paper straw (4)
Shoe (6)
Carded blister pack (1)
Battery (2)

Histogram of Object Count by Image

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

all
Clear plastic bottle
Plastic bottle cap
Plastic film
Other plastic wrapper
Unlabeled litter
Cigarette
Drink can
Other plastic
Crisp packet
Tissues
Disposable food container
Other carton
Styrofoam piece
Disposable plastic cup
Glass bottle
Paper cup
Plastic lid
Other plastic cup
Corrugated carton
Pop tab
Aluminium foil
Normal paper
Other plastic bottle
Rope & strings
Single-use carrier bag
Scrap metal
Plastic straw
Foam food container
Magazine paper
Broken glass
Garbage bag
Drink carton
Meal carton
Plastic utensils
Aerosol
Toilet tube
Food Can
Metal bottle cap
Paper bag
Six pack rings
Spread tub
Foam cup
Plastic glooves
Egg carton
Food waste
Other plastic container
Metal lid
Wrapping paper
Squeezable tube
Aluminium blister pack
Tupperware
Polypropylene bag
Glass jar
Glass cup
Pizza box
Paper straw
Shoe
Carded blister pack
Battery
    756 imgs
    378
  • 0
  • 1
  • 2-11
  • 12-21
  • 22-31
  • 32-41
  • 42-51
  • 52-61
  • 62-71
  • 72-81
  • 82-91
Count of all objects

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