Clarifai Visual Search vs Supervisely

Clarifai Visual Search lets people locate people, places, objects, topics, and products in images and videos without describing them with words. In ecommerce, shoppers can submit a photo to find similar products, identify purchasable items within rooms or outfits, and receive alternatives when an item is unavailable. Search can rank whole images by visual similarity or use detected regions for localized searches. The API supports semantic similarity retrieval, AI-generated vector embeddings, metadata filters, and combined conditions. One object-search workflow accepts SVG, PNG, JPG, or GIF files up to 800 by 400 pixels. Deployment is available through API, web, or self-hosted arrangements, including shared or dedicated cloud, a customer VPC, on-premise, and edge environments. Clarifai lists object detection, image classification, face recognition, OCR, and custom models. It also lists integrations such as LangChain, LlamaIndex, Databricks, Unstructured.io, CrewAI, and Vercel. Clarifai says customer data is private by default, is not used for training unless shared with the Community, and is covered by SOC 2 Type 2 compliance.

Supervisely is a computer vision platform for curating data, labeling images, video, 3D and medical imagery, and building production models. Its labeling workflows cover images, video, LiDAR and DICOM, with AI-assisted labeling and tracking. Teams can train, evaluate and deploy models, including through active-learning workflows. Data tools include search, visualization and quality statistics, plus connections to AWS, Google Cloud and Azure storage. A JSON API, Python SDK and AppEngine support integrations and workflow automation. Community is free with 5 GB of storage, 10,000 files and two members; projects in free teams are archived after 30 days of inactivity. Pro is listed at €199/mo, with 50 GB and 50,000 files; add-ons are available. Enterprise has custom pricing and can be self-hosted or cloud deployed, including on private networks without outside internet access. Supervisely says uploaded or generated customer data is private and not shared or used by the service. It was released in August 2017 and is headquartered in Tallinn, Estonia.