Dataset Analytics

Generated on January 15, 2024 at 5:33 pm.

Number of Images

1,112

Number of Annotations

1,685

Average Image Size

0.29 mp

Median Image Ratio

720x416
wide

Class Balance

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

Classes

all
train
valid
test
229
202
179
174
170
145
126
Under Represented
107
Under Represented
167
155
120
121
125
103
89
Under Represented
70
Under Represented
35
29
38
40
34
30
21
Under Represented
27
27
18
Under Represented
21
13
11
Under Represented
12
16
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.

The purple box indicates the median width by median height image (720x416).

143
967
2
> 1024x1024
720px
416px

Aspect Ratio Distribution

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

square
140
wide
972

Annotation Heatmap

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

all
Metal (174)
Rubber (179)
Accessories (171)
Natual-Debris (182)
Plastic (202)
Litter (229)
Glass (126)
Wood (170)
Cutlery (107)
Rope (145)

Histogram of Object Count by Image

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

all
Metal
Rubber
Accessories
Natual-Debris
Plastic
Litter
Glass
Wood
Cutlery
Rope
    802 imgs
    401
  • 0
  • 1
  • 2-3
  • 4-5
  • 6-7
  • 8-9
  • 10-11
  • 12-13
Count of all objects

Similar Projects

See More