Lavii Lens local photo matching uses: DINOv2 small (Meta AI), Apache-2.0: https://github.com/facebookresearch/dinov2 ONNX conversion by Xenova: https://huggingface.co/Xenova/dinov2-small Transformers.js (Hugging Face), Apache-2.0: https://github.com/huggingface/transformers.js ONNX Runtime (Microsoft), MIT: https://github.com/microsoft/onnxruntime The model is not fine-tuned. The app resizes white-letterboxed images to 224 square and compares normalized CLS image features. Public product images, names, SKUs and prices remain those of Lavii Vanta and their respective rights holders.