Image processing and object classification from Cloudflare to Elasticsearch

• Automate image classification and indexing for e-commerce product images.
• Enhance search capabilities by indexing object images in a database.
• Streamline the process of cropping and storing images for marketing campaigns.

Fetch the source image from a specified URL. Use Cloudflare's Detr-Resnet-50 model for object classification. Filter results to retain only those with a confidence score of 0.9 or higher. Crop identified objects from the original image. Upload cropped images to Cloudinary. Index the object images and their metadata in Elasticsearch.

1. 1
   Import the workflow template into n8n.
2. 2
   Set the required variables, including Cloudflare account ID and source image URL.
3. 3
   Run the workflow by clicking 'Test workflow' to initiate the image processing.