shoe_unsplash Instance Segmentation Dataset and Pre-Trained Model by nagarro

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Explore Dataset

Here are a few use cases for this project:

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.
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.
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.
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.
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.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

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 2024-07-27 },
                            }