Jonas Lackmann


Object Detection

ba_apple_detection Computer Vision Project


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Explore Dataset

Here are a few use cases for this project:

Use Case 1: Agricultural Monitoring and Management The "ba_apple_detection" model can help farmers and agricultural professionals to monitor and manage their apple orchards more effectively. It can provide insights into the health of the trees, the presence or absence of apples, and aid in detecting fallen apples to prioritize harvesting and reduce spoilage.

Use Case 2: Quality Control in Food Processing Industry The model can be used in apple processing plants to automate apple sorting based on class (apple, bgApple, fallenApple, noApple). This automation can improve the speed and efficiency of the sorting process, ensuring that only high-quality apples are used for further processing, while damaged or fallen apples are separated for disposal or recycling.

Use Case 3: Retail Inventory and Stock Management The "ba_apple_detection" model can be employed to streamline inventory management in supermarkets and produce stores. By scanning the shelves, the model can identify which section contains apples and their respective classes. This information assists in refilling and organizing the store, as well as keeping track of the available stock.

Use Case 4: Fruit Harvesting Robots Incorporating the "ba_apple_detection" model into autonomous fruit picking robots can make them more effective and efficient. By differentiating between apple classes, the robot can selectively pick only ripe and healthy apples while leaving behind fallen or no apples.

Use Case 5: Smart Shopping Applications The model can be integrated into a smart shopping app, allowing users to upload a photo of apples for quick classification. This feature can help users differentiate between apple classes and make informed decisions on the quality of apples they are purchasing.

Cite This Project

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

                            title = { ba_apple_detection Dataset },
                            type = { Open Source Dataset },
                            author = { Jonas Lackmann },
                            howpublished = { \url{ } },
                            url = { },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { mar },
                            note = { visited on 2024-06-13 },

Connect Your Model With Program Logic

Find utilities and guides to help you start using the ba_apple_detection project in your project.

Last Updated

2 years ago

Project Type

Object Detection



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CC BY 4.0


apple bgApple fallenApple noApple