Make every pixel searchable.
Index images, frames and detections as embeddings and search them by visual similarity. Endee powers visual search, duplicate detection, reverse-image lookup and content moderation at production scale.
Capabilities
Every dimension of visual search
Image Similarity Search
Encode images with CLIP, ViT, EfficientNet, or any custom vision encoder. Retrieve visually similar images from millions or billions of indexed items in milliseconds. Powers product visual search, duplicate detection, and content moderation.
Multimodal Search
Search images with text and text with images in the same query. CLIP and ImageBind encode both modalities into a shared vector space, a text query "red sports car" returns visually matching images without keyword tags.
Video Frame Retrieval
Index video keyframes as vectors and retrieve scenes by visual similarity. Find moments across a media archive, identify recurring objects across surveillance footage, or power content-based video recommendations.
Sub-5ms Retrieval
Visual search at production speed. Even at hundreds of millions of image vectors, Endee returns the nearest matches in under 5ms, fast enough to power real-time visual inspection on the factory floor.
Content Moderation
Encode known violating images as reference vectors. At moderation time, compare new uploads against the reference set. Catch near-duplicates and perceptual hashes that binary hash-matching misses.
Edge Vision Search
Run visual similarity search on-device with Endee Edge. Industrial cameras, mobile phones, and embedded systems can perform local image matching without sending frames to the cloud.
Scale
Find one match in a billion images
Supported Models
Works with any vision encoder
Use Cases
What teams build with Vision AI
Product visual search
Upload a photo to find matching or similar products in an e-commerce catalog.
Medical image diagnosis support
Find historically similar radiological cases to support clinical decision-making.
Satellite imagery analysis
Retrieve similar geographic features or track change over time across archives.
Quality control inspection
Compare manufactured parts against reference images to detect defects in real time.