Identify missing product on shelf
using AI
Below is a free classifier to identify missing product on shelf. Just upload your image, and our AI will predict whether a product is missing on the shelf or not - in just seconds.
API Access
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("missing-product-on-shelf-identifier", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/missing-product-on-shelf-identifier/invoke', {
method: 'POST',
headers: {
'Authorization': 'Bearer ' + 'YOUR_BEARER_TOKEN',
'Content-Type': 'application/json',
},
body: JSON.stringify(
{"data": "your_image_url"}
)
})
.then(response => response.json())
.then(data => console.log(data));
curl -X POST \
-H "Content-Type: application/json" \
-H "Authorization: Bearer YOUR_BEARER_TOKEN" \
-d '{"data": "your_image_url"}' \
https://www.nyckel.com/v1/functions/missing-product-on-shelf-identifier/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict whether a product is missing on the shelf or not.
This pretrained image model uses a Nyckel-created dataset and has 2 labels, including Product On Shelf and Product Missing.
We'll also show a confidence score (the higher the number, the more confident the AI model is around whether a product is missing on the shelf or not).
Whether you're just curious or building missing product on shelf detection into your application, we hope our classifier proves helpful.
Recommended Classifiers
Need to identify missing product on shelf at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Inventory Management: This function can notify store employees or automated systems when a product is missing from the shelf, initiating restocking and preventing lost sales opportunities.
- Customer Experience Enhancement: By identifying the missing products in real-time, businesses can ensure that their shelves are always stocked, thereby increasing customers' satisfaction and shopping experience.
- Loss Prevention: This algorithm can help identify patterns of items frequently going missing, providing insights into possible instances of theft and helping businesses take appropriate preventative measures.
- Supply Chain Optimization: By identifying out-of-stock products quickly, this function allows businesses to streamline their supply chain by adjusting their orders to the demand, promoting business efficiency, and reducing inventory costs.
- Sales Forecasting: With data gathered from missing products on the shelf, businesses can better predict sales trends, anticipate demand, and plan for future inventory needs more accurately.
- Shelf-space Utilization: The function can help businesses identify which products are frequently missing or selling out, which can lead to decisions about assigning them more shelf-space or optimizing store layouts for higher sales.
- Employee Performance Evaluation: By continuously assessing the efficiency of shelf restocking, the AI system can contribute to employee performance evaluations, pointing out areas for improvement and training.