Coffee_retraining Computer Vision Project

Fieldlytics

Updated 2 years ago

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Classes (17)
Nescafe Gold 100g
Nescafe Gold 200g
NescafeClassic 500g sachet
NescafeSunrise 100g sachet
NescafeSunrise 200g jar
NescafeSunrise 50g jar
NescafeSunrise100g jar
nescafe-classic-100g-jar
nescafe-classic-200g-jar
nescafe-classic-200g-sachet
nescafe-classic-25g-jar
nescafe-classic-50g-jar
nescafe-classic-50g-sachet
nescafe-gold-50g
nescafe-sunrise-200g-sachet
nescafe-sunrise-500g-sachet
nescafe-sunrise-50g-sachet
Description

Here are a few use cases for this project:

  1. Retail Inventory Management: The model could be implemented towards automating the process of checking and managing inventory for coffee products in retail stores or warehouses. It could be used to identify and count coffee jars and sachets on the shelves, facilitating the process of restocking and tracking sales.

  2. E-commerce Image Recognition: The model could be used in e-commerce apps/platforms to identify the coffee product from the uploaded product image. This could help in automatic and accurate categorization of coffee product listings.

  3. Quality Control in Manufacturing: The model might assist in automatic quality checks, identifying and verifying labels during the packaging process in a coffee manufacturing setup. Each product could be checked to ensure the correct packaging and labels have been used.

  4. Augmented Reality Shopping Applications: The model could be integrated with AR applications to provide users with instant details about the coffee product when they hover their phone's camera over it. Information such as price, reviews, and other product details could be displayed.

  5. Smart Shopping: In a smart retail environment like an automated store with no employees, the model could be used to detect the type of coffee jar or sachet chosen by the customer for automatic billing.

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{
                            coffee_retraining_dataset,
                            title = { Coffee_retraining Dataset },
                            type = { Open Source Dataset },
                            author = { Fieldlytics },
                            howpublished = { \url{ https://universe.roboflow.com/fieldlytics-sn6h2/coffee_retraining } },
                            url = { https://universe.roboflow.com/fieldlytics-sn6h2/coffee_retraining },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { feb },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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