Arshpreet Singh

Tuna Pots Line-Scan

Object Detection

Tuna Pots Line-Scan Computer Vision Project


2722 images
Explore Dataset

Here are a few use cases for this project:

  1. Quality Control in Tuna Canning Industry: This model can be used in seafood processing plants to identify defects in canned tuna, improving product quality and reducing waste.

  2. Research in Marine Biology: This system may support marine biologists in studying the patterns and frequency of specific defects in tuna, providing valuable insights into overall health and conditions in marine ecosystems.

  3. Preventive Maintenance in Can Production: Designed for identifying defects in canned products, this model can also be used in can manufacturing industries to identify defects like bubbles, spots or chimneys on the cans as part of a preventive maintenance program.

  4. Seafood Retailing: Retailers can use this model to ensure that only high-quality tuna goods are stocked on store shelves, thereby improving customer satisfaction and reducing returns.

  5. Training AI Models: The dataset could serve as a valuable resource for data scientists, allowing them to train machine learning models that can identify and classify similar defect types in other domains or industries.

Cite this Project

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

@misc{ tuna-pots-line-scan_dataset,
    title = { Tuna Pots Line-Scan Dataset },
    type = { Open Source Dataset },
    author = { Arshpreet Singh },
    howpublished = { \url{ } },
    url = { },
    journal = { Roboflow Universe },
    publisher = { Roboflow },
    year = { 2023 },
    month = { jun },
    note = { visited on 2023-12-08 },

Find utilities and guides to help you start using the Tuna Pots Line-Scan project in your project.

Last Updated

6 months ago

Project Type

Object Detection




Bubble - Difficult, Bubble - Easy, Chimney - Difficult, Chimney - Easy, Spot

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CC BY 4.0

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