shoe_unsplash Computer Vision Project

nagarro

Updated 2 years ago

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Classes (41)
artificial_grass
court
doble_stitch
double_stich
double_stitch
firm_ground
grass_ground
ground
heel+mudguard
heel_mudguard
heel_mutguard
lace_keeper
lace_maker
lacekeeper
lacekeper
long_heel
mostache
mustache
mustche
onslip
perforated-panel
perforated_panel
perfurated_panel
road
shoe-attributes
short_heel
slip_on
slipon
textured_panel
toe_mudguard
toe_mutguard
tongue
top_heel
tounge
track trail
turf
wit_laces
with_heel
with_lace
with_laces

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Description

Here are a few use cases for this project:

  1. E-Commerce Recommendation System: The "shoe_unsplash" model could be used to create a shoe recommendation system for an e-commerce platform. Based on identified attributes from a customer's previous purchases or viewed products, the system could recommend similar shoes.

  2. Shoe Manufacturing Quality Control: The model can be used to detect certain attributes in the production phase. For example, if a shoe was supposed to have a double stitch but the model identifies it doesn't, this could trigger a quality control check.

  3. Shoe Sorting in Retail Stores: With camera systems, the model can help automate sorting of shoes based on different attributes. For instance, storing all shoes with laces, short heels, or double stitches in designated areas.

  4. Interactive Shopping Experience in Physical Stores: Customers could use an app powered by the "shoe_unsplash" model to identify certain shoe attributes they're looking for while shopping in a physical store. The app would then guide them to the shoes with the desired attributes.

  5. Training AI for Video Game Character Design: Game developers could use the model to train AI systems that generate customizable video game characters. It would aid in including diverse options for character footwear, enhancing the gaming experience.

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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{
                            shoe_unsplash_dataset,
                            title = { shoe_unsplash Dataset },
                            type = { Open Source Dataset },
                            author = { nagarro },
                            howpublished = { \url{ https://universe.roboflow.com/nagarro-ffexn/shoe_unsplash } },
                            url = { https://universe.roboflow.com/nagarro-ffexn/shoe_unsplash },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-12-21 },
                            }
                        
                    

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