Supervisely ML MergedProjects Computer Vision Project

Gil Emmanuel Bancud

Updated 2 years ago

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Classes (18)
Glass-bottle
Glass-other
Metal-drinking cans
Plastic-Other
Plastic-bag
Plastic-drinks
Plastic-food container
Plastic-food packet
Plastic-hard
Plastic-nonfood Packet
Plastic-nonfood container
Plastic-other bottles containers and drums
Plastic-rope string
Plastic-tableware
Rubber-Other
Rubber-footwear
SanitaryMedicalWaste-Other
Trash-Generic
Description

This repository contains dataset collected from various underwater trips

Version Explanations: Initial Version: No augmentations, just raw data and labels Max Augmented Version: Used all available augmentations, poorer performance Max Augmented 1280: A 1280px version of the previous version Smart1280: Used better augmentations leading to better performance. KingLuy-A: Rehashed Split to 75:15:10, still uses augmentation JokeyLuy-A: Reduced class counts to healthy levels AceLuya: Binarized KingLuya

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Cite This Project

LICENSE
CC BY 4.0

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            supervisely-ml-mergedprojects_dataset,
                            title = { Supervisely ML MergedProjects Dataset },
                            type = { Open Source Dataset },
                            author = { Gil Emmanuel Bancud },
                            howpublished = { \url{ https://universe.roboflow.com/gil-emmanuel-bancud/supervisely-ml-mergedprojects } },
                            url = { https://universe.roboflow.com/gil-emmanuel-bancud/supervisely-ml-mergedprojects },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-11-23 },
                            }
                        
                    

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