Alternatives to OrbbecSDK

Open-source depth camera SDK for streaming 3D depth, RGB, and IMU data from RealSense stereo cameras.

Ambient.ai adds an always-on AI reasoning layer over your existing cameras and access control so security teams detect threats and clear false alarms before

On-prem computer vision software that turns your existing CCTV cameras into real-time safety, quality and productivity intelligence.

Lumana turns existing IP cameras into self-learning AI video security agents powered by the VIA-1 model.

AI fashion trend forecasting that quantifies prints, colors, fabrics and shapes up to 24 months ahead.

Real estate computer vision AI that turns property photos into standardized condition, feature, and compliance data.

Coram AI turns existing IP cameras into an AI video security system with natural language search and autonomous investigation agents.

CVAT is an open-source data annotation platform for image, video, 3D point cloud, and audio labeling.

Open-source data layer for Physical AI: log, query, transform, visualize, and train on multimodal robotics data in one toolchain.

Intel's free, Apache 2.0 computer vision platform for training detection, segmentation and classification models on your own hardware.

Open-source Unreal Engine plugin that turns UE4/UE5 scenes into labeled synthetic image datasets for computer vision.

Protex AI turns existing CCTV into site intelligence, fusing camera footage with WMS, MES and EHS data for industrial safety and operations.

Archetype AI's Newton physical world model turns raw sensor, video, and telemetry data into real-time operational intelligence.

AI image geolocation turns photos into location intel without EXIF or GPS metadata.

Open source computer vision to count and track moving objects from cameras or video on your own hardware.

Interfaze is a deterministic multimodal AI model for OCR, speech-to-text, and structured data extraction with confidence scores and

FaceSense turns your existing IP cameras and CCTVs into a contactless face recognition attendance terminal for staff and students.

Visual AI agents that turn existing cameras into real-time spatial intelligence for airports, retail, and large facilities.

Open source Python framework that makes classic computer vision prototyping approachable, wrapping OpenCV in a simple, Pythonic API.

Per-plant crop intelligence platform from Alphabet's X, now acquired by Driscoll's and John Deere

Tractable uses computer vision AI to turn vehicle photos into certainty-scored repair estimates for insurers, repairers, and recyclers.

DroneDeploy turns drone, robot, 360-camera and phone reality capture into AI-flagged progress, safety and earthworks reporting for jobsites.

Multimodal retrieval that indexes video, image, audio and PDF files straight from your S3, GCS or R2 bucket.

Altair HyperWorks multi-physics simulation runs structural, CFD, thermal and electromagnetics analysis inside Siemens Simcenter.

MakinaRocks Runway is an industrial AI operating system for deploying and orchestrating site-specific AI agents across plants and networks.

Google Cloud Vision AI: computer vision APIs for image labeling, OCR, and video analysis

AI crop monitoring and yield analytics for large-scale farms.

Satellite mineral detection that turns a mining license into ranked, priced exploration targets — and field-level crop monitoring for

Taranis delivers leaf-level crop intelligence from submillimeter drone imagery and generative AI agronomy.

AI-native floor plan generation for architects, planners, and AEC teams