Product_it Computer Vision Project

ITSQProduct

Updated a year ago

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Classes (69)
Asus_Notebook
BankNote
BarChair
BlackheadRemover
BookBank
Bottle Bread Cake Chair Coffee
CoinOperatedGames
Coins Cutter
DahuaCCTV
Doll
Earpods
Elbow
ExternalHDD
Fan
FlashDrive
FoodContainer
GameMachine
HandCream
HiViewCCTV
InkCartridge
InkToner
Knee
Lan_Cable
Lightning_Cable
Macbook13
Macbook16
Mask
MicroUSB_Cable
MicrosoftOffice
Mobile_Case
Mobile_Case2
Mobile_Flim
Monitor Mouse
PocketWifi
PowerBank
PowerCord
Printer
RAM_DDR3
RangeExtender
Scissors
SonyCCTV
Speaker Table
Tablet_Case
Tissue
TrueIDBox
TwistedAnkle
TypeC_Cable
Windows10
ZFold4
bottle bread cake cutter
iPad_Pro11
iPhone_13mini
iPhone_14ProMax
ipad_pro11
macbook16
mask
mobile_film
mouse speaker

Metrics

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Description

Here are a few use cases for this project:

  1. E-commerce Inventory Management: The "Product_it" model could be helpful for e-commerce companies to automate their inventory management process. The model can classify stock photos into respective categories such as 'Bread', 'BarChair', 'iPad_Pro11', and so on. This can help companies accurately track and manage stock levels of their different products.

  2. Retail Store Automation: This model can be used in retail stores for automatic item identification at checkout points. It avoids the need for manual barcode scanning and can swiftly identify multiple items, even differentiating between different models of the same product (e.g., iPhone_14ProMax vs iPhone_13mini).

  3. Automated Surveillance: The model can also help in situations requiring surveillance, able to identify things like "HiViewCCTV", "SonyCCTV", "DahuaCCTV", and coin-operated games. This could be useful in both security and customer behavior studies in public places like malls and arcades.

  4. Household Management: This model could be applied in a smart home context, automatically identifying and cataloging belongings to aid in organization or insurance processes. It could identify everything from electronics (like iPads, speakers, or laptops) to smaller personal items (like hand cream or tissues).

  5. Health Care and Rehabilitation: The model could assist in healthcare and rehabilitation processes, as it's capable of identifying body parts (like 'Knee', 'Elbow', 'TwistedAnkle'). This could facilitate the development of rehabilitation exercises or tools that detect and analyze motion based on these body parts.

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Cite This Project

LICENSE
MIT

If you use this dataset in a research paper, please cite it using the following BibTeX:

                        @misc{
                            product_it_dataset,
                            title = { Product_it Dataset },
                            type = { Open Source Dataset },
                            author = { ITSQProduct },
                            howpublished = { \url{ https://universe.roboflow.com/itsqproduct/product_it } },
                            url = { https://universe.roboflow.com/itsqproduct/product_it },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { aug },
                            note = { visited on 2024-12-19 },
                            }
                        
                    

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