tequila classification Computer Vision Project

Christian Doms

Updated 2 years ago

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Classes (111)
.ipynb_checkpoints
1800_coconut_tequila
1800_reposado_tequila
1800_silver_tequila
21_seeds_valencia_orange_tequila
Unknown
Unlabeled
adictivo_tequila_anejo
avion_silver_tequila
azunia_blanco
azunia_reposado
cabo_wabo_reposado
califino_tequila_blanco
calirosa_anejo_tequila
calle_23_blanco
camacamarena_anejo_tequila
camarena_silver_tequila
camarena_tequila_reposado
campo_bravo_plata
cantinero_blanco
cantinero_reposado
casa_noble_tequila_blanco
casa_noble_tequila_reposado
casamigos_anejo
casamigos_blanco
casamigos_mezcal_joven
cazadores_reposado_tequila
cenote_cristalino_anejo
cenote_tequila_blanco
chamucos_reposado
codigo_1530_anejo
corazon_anejo_tequila
corralejo_extra_anejo
don_fulano_blanco
don_fulano_reposado
don_julio_blanco
don_julio_reposado
don_roberto_reposado
el_destilador_reposado
el_luchador_blanco_110_proof
el_mayor_blanco_tequila
el_tequileno_blanco
el_tequileno_reposado
el_tequileno_reposado_rare
el_tesoro_blanco_tequila
el_tesoro_de_don_felipe_paradiso
el_tesoro_extra_anejo
el_tesoro_reposado
el_tesoro_reposado_tequila
el_tesoro_tequila_platinum
espolon_blanco
espolon_reposado
exotico_blanco
exotico_reposado
fortaleza_blanco
ghost_tequila_blanco
gonzalez_1939_tequila_anejo_cristalino
gran_agave_ghost_edition_reposado
gran_centenario_cristalino_anejo
gran_centenario_plata_tequila
gran_centenario_reposado
gran_coramino_reposado_cristalino
gran_orendain_blanco
herbas_silver
hernas_anejo
herradura_blanco_tequila
herradura_reposado_tequila
jarana_blanco
jose_cuervo_especial_gold
jose_cuervo_especial_silver
jose_cuervo_tradicional_reposado
jose_cuervo_tradicional_silver
kah_anejo_tequila
kah_tequila_reposado
kapena_li_hing_infused_tequila
komos_tequila_anejo_cristalino
la_adelita_tequila_anejo
la_adelita_tequila_blanco
la_adelita_tequila_extra_anejo
la_adelita_tequila_reposado
libre_melon
libre_red_pepper
los_abuelos_blanco
los_sundays_coconut
lunazul_blanco
lunazul_extra_aged_anejo
lunazul_primero_tequila_blanco
lunazul_reposado
marfanista_tequila_blanco
milagro_anejo
milagro_reposado_tequila
ocho_tequila_anejo
ocho_tequila_plata
olmeca_altos_anejo
olmeca_altos_platatequila
olmeca_altos_reposado_tequila
padre_azul_tequila_anejo
padre_azul_tequila_blanco
padre_azul_tequila_reposado
patron_anejo
patron_reposado
patron_silver
roca_patron_silver
san_matias_gran_reserva_us
sauza_hornitos_plata
sauza_hornitos_reposado
sign
tequila_g4_blanco
tequila_g4_extra_anejo
tequila_g4_reposado
tequila_lobos_1707_reposado
Description

Here are a few use cases for this project:

  1. Automated Inventory Management: With a tequila classification computer vision tool, businesses can manage their stock, automatically identifying and categorizing their tequila bottles. This could significantly improve efficiency in bars, liquor stores, and distribution centers.

  2. Smart POS Systems: Implement this model into Point-of-Sale systems for restaurants or bars. Staff can simply show a bottle to the camera, and the system would correctly categorize the purchase.

  3. Interactive Customer Support: In liquor stores or supermarkets, the system could be used to guide customers to find their preferred tequila brand or suggest highly-rated or similar products.

  4. Quality Control: The vision model may aid in detecting counterfeit bottles in the supply chain by comparing bottle images at the manufacturing level with retail outlets, ensuring bottle authenticity.

  5. Digital Sommelier App: Integrate the computer vision model into a mobile application that recommends tequilas to users. Users could snap a photo of a bottle and the application could provide information about the drink, such as taste notes, origin, or process of production, improving the wine and liquor shopping experience.

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{
                            tequila-classification_dataset,
                            title = { tequila classification  Dataset },
                            type = { Open Source Dataset },
                            author = { Christian Doms },
                            howpublished = { \url{ https://universe.roboflow.com/christian-doms-lwqu5/tequila-classification } },
                            url = { https://universe.roboflow.com/christian-doms-lwqu5/tequila-classification },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-11-21 },
                            }
                        
                    

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