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TACO object detection with YOLOv8 - 1024X1024 padded images

Object Detection

Dataset Versions

Versions
Only_7_Classes_520x520
v4
·
2 years ago
Only_7_Classes
v3
·
2 years ago
640X640-all classes
v2
·
2 years ago
1024X1024-all classes
v1
·
2 years ago
v4

Only_7_Classes_520x520

Generated on Mar 15, 2023
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1500 Total Images

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Dataset Split

Train Set 70%
1050Images
Valid Set 20%
300Images
Test Set 10%
150Images

Preprocessing

Resize: Stretch to 520x520
Modify Classes: 59 remapped, 0 dropped

Augmentations

No augmentations were applied.

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TACO object detection with YOLOv8 - 1024X1024 padded images
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valid
Labels
Attributes
Raw Data

Annotations

Group:
Trash

Classes

Layers

 
non_recyclable
2

Unused Classes

Aerosol
Aluminium blister pack
Aluminium foil
Battery
Broken glass
Carded blister pack
Cigarette
Clear plastic bottle
Corrugated carton
Crisp packet
Disposable food container
Disposable plastic cup
Drink can
Drink carton
Egg carton
Foam cup
Foam food container
Food Can
Food waste
Garbage bag
Glass bottle
Glass cup
Glass jar
Magazine paper
Meal carton
Metal bottle cap
Metal lid
Normal paper
Other carton
Other plastic
Other plastic bottle
Other plastic container
Other plastic cup
Other plastic wrapper
Paper bag
Paper cup
Paper straw
Pizza box
Plastic bottle cap
Plastic film
Plastic glooves
Plastic lid
Plastic straw
Plastic utensils
Polypropylene bag
Pop tab
Rope & strings
Scrap metal
Shoe
Single-use carrier bag
Six pack rings
Spread tub
Squeezable tube
Styrofoam piece
Tissues
Toilet tube
Tupperware
Unlabeled litter
Wrapping paper
bio
glass
metals_and_plastic
other
paper
unknown

Tags

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Attributes

000073.jpg

520x520
0.27MP

Updated May 13, 55171

4:49AM
GMT+00:00

Generated by Roboflow

Validation Set

Transforms

Resize Stretch to 520x520
Modify Classes Applied

Annotation History

Loading...

Raw Data

Source Data

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    "numSteps": 2,
    "owner": "nNTcS5DCXFbYBvpF8nGCfbhkBzo2",
    "preprocessing": [
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    "split": "valid",
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    "updatedDate": "May 13, 55171",
    "updatedTime": "4:49AM",
    "updatedTimezone": "+00:00",
    "versions": [
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