AIM final Computer Vision Project

ssz

Updated 2 years ago

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Classes (97)
44a880f0-470e-4c0f-82d8-96a5e56b67d9
64d7c01d-58a7-4498-97d4-7260cc96652f
7UP
7up
BM
Bugles
Cheetos C
Cheetos Hot
CheetosC
CocaCola
Cola
Doritos Nacho C
Doritos Nacho c
Doritos SC
Lays H
Lays Hot
Lays K
Lays S
Lays SV
Mirinda
Mr.Chips C
Mr.Chips Chil
Mr.Chips P
Mr.Chips S
PEPSI Pepsi
Pringles B
Pringles K
Pringles O
Pringles k
Sanck Mix P
Snack Mix P
bar A
bar B
bar O
bar P
bar POM
bar S
bar W
bar a
bar p
bar w
bm
boom
boom boom
bugles
cheetos C
cheetos FH
cocacola
cola
doritos C
doritos C
doritos SC
fanta O
fanta R
freez B
freez BEERY
freez BERRY
freez L
freez M
freez S
lays C
lays H
lays Hot
lays K
lays S
lays S
lays SV
lays SV
lays V
lays s
mirinda
monster
mr.C
mr.H
mr.P
mr.P
mr.S
mr.S
par A
par P
par W
par p
pepsi
pringles B
pringles K
pringles O
pringles k
product-inventory-grocery-items
read B
redbull
s
shaneineh
shani
shaninah
snack mix
sprite

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Description

Here are a few use cases for this project:

  1. Retail Inventory Management: The "AIM final" model can be used by retailers to automate their inventory management system. The AI can detect the items present on the shelves and compare it with the expected inventory. Any deviations can then be easily identified, making stock replenishment more efficient.

  2. Customer Shopping Experience: In a smart shopping system, the model can be used to guide customers to their desired products inside a store. Customers input their shopping list, and the system generates the most efficient route through the store, based on real-time inventory information processed by the model.

  3. Checkout Automation: Combined with a mobile app, "AIM final" can be used for automatic checkout in stores. As customers add products to their cart, the app uses the model to recognize the items and keeps a running total, allowing for effortless, cashier-less checkout.

  4. Automated Vending Machine: In a smart vending machine scenario, the model could be used to ensure that the right product is ejected based on the user's choice. By visually confirming which item has been ejected, it reduces errors and improves customer satisfaction.

  5. Supply Chain Management: For supply chain optimization, the model can be deployed in warehouses to count and classify incoming and outgoing goods, reducing the time and human error involved in manual checks.

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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{
                            aim-final_dataset,
                            title = { AIM final Dataset },
                            type = { Open Source Dataset },
                            author = { ssz },
                            howpublished = { \url{ https://universe.roboflow.com/ssz/aim-final } },
                            url = { https://universe.roboflow.com/ssz/aim-final },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { may },
                            note = { visited on 2024-12-26 },
                            }
                        
                    

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