Fruitopia Computer Vision Project

Thesis

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Classes (61)
Karpuz
Lemon_Train
Rind Defect
\
b1
buah muda
busuk
cantaloupe
dragonfruit
infected
lemon lemons
lemons bad
matang
melon
nho
rambutan
rambutan-peel
raw_apple
raw_avocado
raw_banana
raw_dragonfruit
raw_grapes
raw_lemon
raw_mango
raw_melon
raw_orange
raw_papaya
raw_pineapple
raw_rambutan
raw_strawberry
raw_watermelon
ripe_apple
ripe_avocado
ripe_banana
ripe_dragonfruit
ripe_grapes
ripe_lemon
ripe_mango
ripe_melon
ripe_orange
ripe_papaya
ripe_pineapple
ripe_rambutan
ripe_strawberry
ripe_watermelon
rotten_apple
rotten_avocado
rotten_banana
rotten_dragonfruit
rotten_grapes
rotten_lemon
rotten_mango
rotten_melon
rotten_orange
rotten_papaya
rotten_pineapple
rotten_rambutan
rotten_strawberry
rotten_watermelon
watermelon
Description

Here are a few use cases for this project:

  1. Supply Chain Monitoring: Businesses can leverage the Fruitopia model to examine the quality of fruits at several stages, from farms to grocery stores, and evaluate ripeness, rawness, or rotting stages. This real-time quality control can help in better product management and reduction of wastage.

  2. Smart Home Applications: Integration of the model in smart fridges or home automation systems can help in identifying tiers of the stored fruits and alert homeowners when their fruits are ripe or when they are starting to rot.

  3. Autonomous Robotic Harvesting: Use the Fruitopia model to equip robots for picking ripe fruits in orchards and farms, thus improving the efficiency and effectiveness of the harvesting process.

  4. Health and Nutrition App: A nutrition and health app can leverage this model to help users identify the type and condition of the fruits they are consuming, providing users with accurate dietary information.

  5. Food Processing Industry: Industries like jam or juice makers can use this model to categorize the quality of fruits and optimize their process of using ripe or raw fruits as needed. Also, it can help them to avoid using rotten or infected fruits in their food production process.

Supervision

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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{
                            fruitopia_dataset,
                            title = { Fruitopia Dataset },
                            type = { Open Source Dataset },
                            author = { Thesis },
                            howpublished = { \url{ https://universe.roboflow.com/thesis-mftjt/fruitopia } },
                            url = { https://universe.roboflow.com/thesis-mftjt/fruitopia },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { jun },
                            note = { visited on 2024-11-30 },
                            }
                        
                    

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