Description
Create a powerful, intelligent image search system using AI and automation. This n8n workflow detects objects in images using Cloudflare Workers AI and stores structured metadata in Elasticsearch—giving you a blazing-fast, object-based image search engine you can fully own and control.
🧠 How It Works:
✅ 🌐 Image Ingest via HTTP – Accept images through HTTP Request node (via upload or URL) ✅ 🧠 AI-Powered Object Detection – Send image to Cloudflare Workers AI to run Detr-ResNet-50 model ✅ 🎯 Filter High-Confidence Objects – Extract object labels and positions, filtering only those with confidence > 0.9 ✅ 🔗 Index in Elasticsearch – Store image URL + object data in Elasticsearch for fast and structured search ✅ 🔎 Enable Smart Search – Build intelligent image queries based on object labels
🔍 It Automates:
✅ Upload-to-insight processing of image data ✅ AI object detection on each new image ✅ Filtering and structuring object metadata ✅ Fast indexing in Elasticsearch ✅ Real-time object-based image search
💡 Why Choose This Workflow:
✅ Enables your own private AI image search engine ✅ No manual labeling—everything is automated ✅ Highly scalable and cost-effective ✅ Confidence filtering ensures only strong matches ✅ Can be combined with vector search for similarity-based discovery
👤 Who Is This For:
✅ Developers building image-centric search platforms ✅ Media and design teams managing visual assets ✅ E-commerce apps wanting to tag & search by product visuals ✅ Researchers needing structured object detection from images ✅ Hobbyists exploring AI and image indexing
🔗 Integrations:
✅ Cloudflare Workers AI (Detr-ResNet-50) ✅ Elasticsearch (self-hosted or managed) ✅ n8n HTTP Request + Function nodes ✅ Optional: Vector database for similarity search (e.g., Pinecone, Weaviate)
🔧 Setup Instructions:
🧠 Create a Cloudflare account and enable Workers AI 🔑 Get your Cloudflare API key 💾 Set up an Elasticsearch instance (e.g., on Elastic Cloud or localhost) 📤 Connect n8n's HTTP Request node to receive image uploads or links 📥 Send each image to the Cloudflare AI endpoint 🧹 Filter results with confidence > 0.9 using Function node 🗂 Index structured results in Elasticsearch ✅ Activate the workflow and start uploading images
📸 From Images to Intelligence With this AI-powered workflow, every image becomes a searchable asset. Detect objects, index automatically, and unlock the potential of your visual data with blazing-fast Elasticsearch queries.
Link : https://lovable.dev/projects/f7ec461d-5f09-4cb0-a3d1-7c8f2d0f21ac
