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yolov7-trash-dataset-v5-05-04-2023/1 (latest)
Dataset Analytics
Generated on May 04, 2023 at 9:49 am.
Number of Images
3,282
Number of Annotations
12,475
Average Image Size
12.19 mp
Median Image Ratio
4032x3024
wide
Class Balance
Overview of the number of annotations for each class in your dataset.
Classes
1,990
1,566
992
751
673
669
572
532
504
439
409
407
359
294
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Under Represented
286
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
274
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
257
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
246
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
245
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
192
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
142
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
139
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
136
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
72
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
48
Add more images with this class to improve the model's ability to learn and predict it.
Under Represented
5
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.
The purple box indicates the median width by median height image (4032x3024).
Aspect Ratio Distribution
The aspect ratio of your images compares the width vs. the height of your images.
tall
69
square
10
wide
3,195
very wide
6
> 1.5:1
extremely wide
2
> 2.5:1
Annotation Heatmap
Overview of where your annotations are located in the images in your dataset.
all
Paper Bag (1,566)
Colored Glass Bottles (90)
Plastic Bottle (751)
PlasticCups (286)
Plastic Bag (572)
Pile of Leaves (359)
Cardboard (992)
Face-Mask (673)
Glass Bottle (246)
Tetra Pak (72)
Paper-Cup (192)
Cans (669)
Paperboard (407)
Plastic Wrapper (1,990)
Styrofoam (409)
Rags (136)
Plastic Cup (245)
Tetra Pack (274)
PaperBag (5)
Peel (139)
TetraPak (48)
Histogram of Object Count by Image
Overview of how many classes are annotated in each image in your dataset.
all
Paper Bag
Colored Glass Bottles
Plastic Bottle
PlasticCups
Plastic Bag
Pile of Leaves
Cardboard
Face-Mask
Glass Bottle
Tetra Pak
Paper-Cup
Cans
Paperboard
Plastic Wrapper
Styrofoam
Rags
Plastic Cup
Tetra Pack
PaperBag
Peel
TetraPak
-
1
-
2-9
-
10-17
-
18-25
-
26-33
-
34-41
-
42-49
-
50-57
-
58-65
-
66-73
-
74-81
2133 imgs
1066.5