fashion_yolo_prism Computer Vision Project

Prismfashion

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Classes (90)
'
Blouse_black&white
Blouse_deep
Blouse_pastel
Cardigan_black&white
Cardigan_deep
Cardigan_pastel
Cardigan_pastern
Cardigan_pattern
Cardigan_vivid
Denim-pants_black&white
Denim-pants_deep
Denim-pants_pastel
Denim-pants_pattern
Denim-pants_vivid
Hoodie_black&white
Hoodie_deep
Hoodie_pastel
Hoodie_vivid
Long-skirt_black&white
Long-skirt_deep
Long-sleeves_black&white
Long-sleeves_deep
Long-sleeves_pastel
Long-sleeves_pattern
Long-sleeves_vivid
Midi-skirts_black&white
Midi-skirts_deep
Midi-skirts_pastel
Midi-skirts_vivid
Mini-skirts_deep
One-piece_black&white
One-piece_deep
One-piece_pastel
One-piece_vivid
Pk-shirts_black&white
Pk-shirts_deep
Pk-shirts_pastel
Pk-shirts_pattern
Pk-shirts_vivid
Shirts-pastel
Shirts_black&white
Shirts_deep
Shirts_pastel
Shirts_pattern
Shirts_vivid
Short-skirt_black&white
Short-skirt_deep
Short-skirt_pattern
Short-sleeves_black&white
Short-sleeves_deep
Short-sleeves_pastel
Short-sleeves_pattern
Short-sleeves_vivid
Shorts_black&white
Shorts_deep
Shorts_pastel
Shorts_pattern
Shorts_vivid
Slacks_black&white
Slacks_deep
Slacks_pastel
Slacks_pattern
Slacks_vivid
Sleeveless_black&white
Sleeveless_deep
Sleeveless_pastel
Sleeveless_pattern
Sleeveless_vivid
Slim-pants_black&white
Slim-pants_deep
Slim-pants_pastel
Slim-pants_pattern
Slim-pants_vivid
Straight-pants_black&white
Straight-pants_deep
Straight-pants_pastel
Straight-pants_vivid
Sweatpants_black&white
Sweatshirt_black&white
Sweatshirt_deep
Sweatshirt_pastel
Sweatshirt_pattern
Sweatshirt_vivid
T-shirts_black&white
Training-pants_black&white
Training-pants_deep
Training-pants_pastel
Training-pants_pattern
Training-pants_vivid

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Description

Here are a few use cases for this project:

  1. E-commerce Recommendation Systems: The fashion_yolo_prism model can be used by e-commerce platforms to categorize every uploaded picture of clothes into particular classes based on color and style. This functionality allows for personalized recommendations to customers based on previous purchases or browsing history.

  2. Warehouse Automation Companies: Companies that automate warehouse operations could use this model to sort items based on their classes. It allows for easy identification of clothing items, making the inventory process smoother and quicker.

  3. Personalized Clothing Apps: Developers can incorporate this model into apps that assist customers with organizing their wardrobes or creating outfits. It helps in identifying the color and type of clothes for effective organization and clothing pair suggestions.

  4. Retail Theft Prevention: Retail stores can use this model in their surveillance systems to identify specific pieces of clothing. It can help identify when an item is moved or taken from the store, thus reducing theft.

  5. Augmented Reality Shopping: AR applications can leverage this model to allow users to virtually "try on" clothes. By recognizing the type of clothing, users can see how different styles and colors will look on them without physically visiting the store.

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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{
                            fashion_yolo_prism_dataset,
                            title = { fashion_yolo_prism Dataset },
                            type = { Open Source Dataset },
                            author = { Prismfashion },
                            howpublished = { \url{ https://universe.roboflow.com/prismfashion/fashion_yolo_prism } },
                            url = { https://universe.roboflow.com/prismfashion/fashion_yolo_prism },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-09-23 },
                            }
                        
                    

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