supermarket2 Computer Vision Project

radin

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Classes (63)
Cadbury_heroes_who_am_i
alpen_gold_peanut
big_babol_magic_cubes
biscodiet_digestive_cookies
biscuit_lambertz_composition
biscuit_portobello_road
biscuit_saghe_talaee_paziraee
compass_ginger_honey
compass_green_apple
compass_menthol_extra_strong
compass_spear_mint_ice
damak_baklava
damak_gece
damak_ilk_hasat
damak_pistachio
digestive_light
digestive_natural
digestive_original
digestive_sugarfree_natural
eti_karam_bitter_54%
eti_milk_chocolate
extra-white-bubblemint
extra_blueberry
extra_white_citrus
extra_white_erdbeere
frozen _lucky_bag
gallardo_dark_chocolate_60%_big
gorji_biscuit_cocoa
gorji_biscuit_nastaran
gorji_biscuit_nastaran_no_sugar
gorji_biscuit_orange
kamvar_oat_biscuit
kinder_bueno
kinder_chocolate
kinder_country
kinder_delice
kitkat_hazelnut_crunch
kitkat_pops_hazelnut
kitkat_raspberry_blast
lotus_biscuff_250g
lotus_biscuff_cream
m&m's_&_friends_box
maoam_original
maoam_wildred_berries
milka_aerata_and_bubble
milka_aerata_bubble
milka_chocolate_hazelnut_cream
milka_cream_caramel
milka_findikli
milka_happy_cows
milka_strawberry
nestle_extra_milk_chocolate
oneo_bubble_milkshake
oneo_energy
ritter_sport_cashew
ritter_sport_cocoa_mousse
ritter_sport_cornflakes
ritter_sport_mandel_orange
ritter_sports_hazelnuts
ritter_sports_trauben_nuss
setak_emojeat
vivident_xylit_cube
white_castle_butter_cookies
Description

Here are a few use cases for this project:

  1. Automated Inventory Management: Utilize the "supermarket2" model to conduct regular audits of product availability on supermarket shelves. This automated system could also assist in re-ordering depleted stocks to ensure a certain level of inventory is always maintained.

  2. Real-time Customer Assistance: Design an application that uses this model to help customers identify and locate products within the supermarket by simply showing the product's packaging to the smartphone.

  3. Visual Quality Control: Deploy the model within the supply chain to perform packaging quality checks. The system could identify damaged or incorrectly packaged products and remove them from the production line.

  4. Smart Checkout System: Integrate the model into checkout systems in supermarkets, enabling a cashier-less shopping experience where items are automatically identified and billed when customers exit the shop.

  5. Market Research: Use AI to improve market research by capturing data about buying behaviour, detecting what products are frequently bought together, and analyzing trends in product popularity. This data can be used to optimize product placement or manage marketing strategies for various supermarket brands.

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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{
                            supermarket2_dataset,
                            title = { supermarket2 Dataset },
                            type = { Open Source Dataset },
                            author = { radin },
                            howpublished = { \url{ https://universe.roboflow.com/radin-pnlgg/supermarket2 } },
                            url = { https://universe.roboflow.com/radin-pnlgg/supermarket2 },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-11-10 },
                            }
                        
                    

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