Alternatives to Opendatacam

Dlib is an open-source C++ machine learning and computer vision toolkit for on-device deep learning.

Open source Python framework that wraps OpenCV in a beginner-friendly API for classic computer vision prototyping.

OpenCV: free, open-source computer vision library for real-time image and video processing

Pipeless is an open-source computer vision framework for running real-time video analysis with Python frame hooks.

Assert AI turns your existing CCTV cameras into real-time computer vision for safety, quality and throughput.

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

Meta's open-source promptable segmentation model for selecting and tracking objects in images and video

AI computer vision that verifies OOH ad impressions and tracks retail visitor traffic in real time.

Google Cloud Vision AI: APIs for image labeling, OCR, document extraction, and video analysis

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

Open-source Java software for processing and analyzing scientific images, extensible through hundreds of plugins

UnrealCV turns Unreal Engine 4/5 scenes into photorealistic synthetic image datasets with exact ground truth for computer vision.

Open-source object detection with Faster R-CNN and SSD, built by Tryolabs for learning classic computer vision pipelines.

Optifye.ai turns existing CCTV into real-time computer vision for manual assembly lines.

Cerrion deploys video AI agents on your factory cameras to catch manufacturing defects and act in real time.

Emgu CV brings OpenCV computer vision to .NET developers in C#, VB.NET, C++ and IronPython.

Open source NVR that runs real-time AI object detection on your own hardware, so camera feeds never leave the house.

No-code computer vision that detects people, objects and actions on any camera or feed — cloud or on-premise.

Open-source AI security agent that answers plain-English questions about what your cameras recorded.

Ambient.ai puts an always-on AI reasoning layer over your cameras and access control to catch threats and clear false alarms.

On-prem AI video search for public safety — describe a person, vehicle, or behavior and find it across every connected camera.

SAM 3 does text-prompt, open-vocabulary segmentation and tracking in images and video — free to try in Meta's playground.

Go bindings for OpenCV 4 that let you run computer vision, DNN model inference and CUDA-accelerated processing inside a Go program.

Open-source TypeScript engine that lets any app — or AI agent — control Canon, Sony, and Nikon cameras over PTP

Open-source research framework that adapts text-to-image diffusion models to follow natural-language instructions across vision tasks.

Natural language video search that lets security and intelligence teams ask camera footage questions instead of configuring detection rules.

AI photo-based waste sorting app with on-device guidance, edge hardware, and campus leaderboard rewards.

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.

Event-based vision SDK from Prophesee for real-time, low-power detection, tracking and counting pipelines