Identify barcode surface quality
using AI
Below is a free classifier to identify barcode surface quality. Just upload your image, and our AI will predict the surface quality of barcodes based on their characteristics - in just seconds.
Contact us for API access
Or, use Nyckel to build highly-accurate custom classifiers in just minutes. No PhD required.
Get started
import nyckel
credentials = nyckel.Credentials("YOUR_CLIENT_ID", "YOUR_CLIENT_SECRET")
nyckel.invoke("barcode-surface-quality", "your_image_url", credentials)
fetch('https://www.nyckel.com/v1/functions/barcode-surface-quality/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/barcode-surface-quality/invoke
How this classifier works
To start, upload your image. Our AI tool will then predict the surface quality of barcodes based on their characteristics.
This pretrained image model uses a Nyckel-created dataset and has 21 labels, including Adhesive Residue, Blemished, Burned, Clean, Clear, Damaged, Discolored, Faded, Frayed and Glossy.
We'll also show a confidence score (the higher the number, the more confident the AI model is around the surface quality of barcodes based on their characteristics).
Whether you're just curious or building barcode surface quality detection into your application, we hope our classifier proves helpful.
Need to identify barcode surface quality at scale?
Get API or Zapier access to this classifier for free. It's perfect for:
- Quality Control in Manufacturing: This function can be integrated into manufacturing lines to assess the surface quality of barcodes on products. By identifying faulty or poorly printed barcodes in real-time, manufacturers can reduce the risk of errors in product tracking and enhance overall operational efficiency.
- Retail Inventory Management: Retailers can employ this identifier to ensure that the barcodes on products are consistently legible and properly printed. By maintaining high-quality barcode surfaces, retailers can improve scanning accuracy at checkouts and streamline inventory tracking processes.
- Logistics and Supply Chain Optimization: In logistics, the barcode surface quality identifier can help verify the quality of barcodes on shipments. This ensures that packages are scanned correctly through distribution channels, reducing delays caused by unreadable barcodes and improving shipment accuracy.
- Compliance and Regulatory Standards: Businesses in regulated industries, such as pharmaceuticals or food production, can utilize this function to meet compliance standards. Ensuring that barcodes are of high quality helps maintain traceability and accountability in supply chains, which is crucial for regulatory audits.
- Automated Quality Assurance: This function can be part of an automated quality assurance system where it inspects printed barcodes during the production process. By automating inspection, companies can significantly reduce labor costs and human error associated with manual checks.
- Pre-Shipping Inspection: Companies can implement this identifier as part of a pre-shipping inspection process to confirm that barcodes on products are in optimal condition. This preemptive measure can minimize returns and customer dissatisfaction due to scanning issues at retail locations.
- E-commerce Fulfillment Centers: In e-commerce operations, the barcode surface quality identifier can play a crucial role in the sorting and packing process. It helps ensure that products being prepared for shipment have clear and intact barcodes, enhancing the efficiency of order fulfillment and customer satisfaction.