tchibocoffee Computer Vision Project

PRofiFLITZER

Updated 2 years ago

155

views

11

downloads
Classes (48)
AB Bohne
AB Gemahlen
Athiopien Bohne
Athiopien Gemahlen
BM Bohne
BM Gemahlen
BW Bohne
BW Gemahlen
Barista CB
Barista CC
Barista Espresso
Barista Kolumbien
C Fino Bohne
CC Mild
CC Vollmundig
CC Vollmundig 36 Pads
Colombia BB Bohne
Colombia BB Gemahlen
Empty Shelf
Espresso Aromatisch
Espresso Kräftig
Espresso M Art
Espresso S Art
FM 36 Pads
FM Bohne
FM Gemahlen
FM Instant
Herzhatfe Mundig
LG Bohne
LG Gemahlen
SM Bohne
SM Gemahlen
Simo CC Colombia
Simo CCMild
Simo CCMild bigpack
Simo CCVollmundig
Simo CCVollmundig bigpack
Simo Decaff
Simo Es Brazil
Simo Es Caramel
Simo Es Elegant
Simo Es Kraft
Simo Es Vanilla
Simo Kaffee BW
Simo Kaffee Kraft
Simo Kaffee Kräft
Simo Kaffee Mild
Simo Sunrise

Metrics

Try This Model
Drop an image or
Description

Here are a few use cases for this project:

  1. Inventory Management: Utilize the tchibocoffee computer vision model in retail stores or warehouses to monitor the stock levels of various coffee products and identify empty shelf spaces, automating the re-ordering process and optimizing inventory management.

  2. Product Recommendations: Integrate the model into a smartphone app or an in-store kiosk that assists customers in finding their desired coffee products quickly and easily by scanning the store shelves and providing personalized suggestions based on their preferences.

  3. Quality Assurance: Use the tchibocoffee model to monitor the integrity of product packaging in production lines, ensuring that only correctly labeled and packaged coffee products are shipped to stores.

  4. Smart Vending Machines: Implement the tchibocoffee model in vending machines that provide freshly ground coffee according to users' preferences, streamlining efficient and personalized coffee dispensing.

  5. Store Layout Optimization: Analyze the placement of different coffee products on store shelves, utilizing insights from the tchibocoffee model to reorganize and optimize product arrangement for better customer experiences and increased sales.

Use This Trained Model

Try it in your browser, or deploy via our Hosted Inference API and other deployment methods.

Supervision

Build Computer Vision Applications Faster with Supervision

Visualize and process your model results with our reusable computer vision tools.

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{
                            tchibocoffee_dataset,
                            title = { tchibocoffee Dataset },
                            type = { Open Source Dataset },
                            author = { PRofiFLITZER },
                            howpublished = { \url{ https://universe.roboflow.com/profiflitzer-p3zeg/tchibocoffee } },
                            url = { https://universe.roboflow.com/profiflitzer-p3zeg/tchibocoffee },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2022 },
                            month = { nov },
                            note = { visited on 2024-11-21 },
                            }