Clarifai Visual Search vs SentiSight.ai

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.

SentiSight.ai is a web-based platform for labeling images and developing image-recognition applications. It supports classification, object detection, and segmentation models, with annotation tools for labels, boxes, polygons, points, polylines, and bitmaps. Smart labeling uses selected foreground and background points to extract an object from an image. Shared projects allow multiple users to label images, while project managers can track progress and time and manage roles and permissions. Image search can find images resembling an uploaded query or similar pairs within a dataset. Pre-trained models cover content moderation, goods classification, automatic hashtags, and people counting. Models can run in the web interface or through a REST API, or offline after downloading a model and setting up a local REST API server. Android and iOS apps make predictions from uploaded images or camera photos, but cannot train models or label images already uploaded. The service has a free plan and a 30-day trial. The Pay-as-you-go plan includes €5 monthly complimentary credits and €20 free credits for new users; listed usage rates include €1 / 1000 predictions, €1 / 1000 labels, and €3.6 / hour of training.