#edge

14 tools curated in this category — including MAKRR, Spinifex, Spinifex

📖 Reference

Find on mySelectas all sites and tools related to edge. This selection of 14 resources is reviewed and maintained by the community. The most popular include MAKRR, Spinifex, Spinifex. Each tool comes with a review, tags, comparisons and alternatives to help you make the best choice.

14 tools
MAKRR
AI & Machine Learning🌐 EN

Turns any existing camera — a security cam, a drone, a robot's eye — into a smart sensor that can spot and count objects, without anyone on the team needing to know machine learning.

#no-code#machine-learning#computer-vision#edge#ai
makrr.ai
📄 Full details →
👥 Target audience

Équipes d'opérations industrielles et fournisseurs de technologie construisant des produits de vision

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
RoboflowAmazon Lookout for Vision
🔗 Visit MAKRR
Spinifex
DevOps, Cloud & Infrastructure🌐 EN

Open-source platform that runs AWS-compatible cloud services (EC2, S3, VPC, IAM) on your own bare-metal hardware, with zero external dependencies.

#infrastructure-as-code#edge#self-hosting#cloud#devops
mulgadc.com
📄 Full details →
👥 Target audience

Organisations défense/militaire, entreprises exigeant la souveraineté des données, sociétés IA cherchant une infra indépendante, déploiements edge ou en environnement déconnecté/air-gapped

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
LocalStackMinIOOpenStackProxmox
🔗 Visit Spinifex
Spinifex
DevOps, Cloud & Infrastructure🌐 EN

AWS is convenient until you're somewhere it can't reach — a ship, a remote site, a facility that legally can't send data offsite, or a place where internet connectivity just isn't reliable enough to t

#open-source#infrastructure-as-code#cloud#self-hosting#edge
github.com
📄 Full details →
👥 Target audience

Entreprises cherchant souveraineté et contrôle des coûts, entreprises IA/ML avec workloads GPU, contractants défense, ISV/OEM en déploiement edge

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
OpenStackEucalyptusLocalStackRancher
🔗 Visit Spinifex
Ant
Languages, SDKs & Dev Environments🌐 EN

9MB JavaScript runtime with a custom JIT engine, full Node.js compatibility, and the fastest claimed cold start among major runtimes.

#runtime#open-source#javascript#typescript#serverless
antjs.org
📄 Full details →
👥 Target audience

Développeurs construisant des fonctions serverless, de l'edge computing, des systèmes embarqués ou des CLI où la taille du binaire et la latence de démarrage sont critiques

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
Node.jsBunDeno
🔗 Visit Ant
NobodyWho
AI & Machine Learning🌐 EN

Open-source, free inference engine for running LLMs fully on-device — no cloud, no API keys — across mobile, desktop, and game engines.

#machine-learning#open-source#llm#edge#model-hosting
nobodywho.ai
📄 Full details →
👥 Target audience

Développeurs et organisations construisant des applications IA nécessitant fonctionnement hors-ligne et confidentialité des données

🌍 Target countries

Marché anglophone / mondial

🗣️ Available languages
EN
🔄 Alternatives
OllamaLM StudioLocalAIGPT4Alljan.ai
🔗 Visit NobodyWho
OpenWorkers
DevOps, Cloud & Infrastructure🌐 EN

A serverless platform for deploying TypeScript/JavaScript workers that handle HTTP requests, scheduled jobs, and automated workflows.

#serverless#edge#cloud#deployment
openworkers.com
📄 Full details →
👥 Target audience

Développeurs cherchant une alternative serverless à Cloudflare Workers/Vercel pour du code événementiel

🌍 Target countries

Mondial

🗣️ Available languages
EN
🔄 Alternatives
Cloudflare WorkersVercel Edge FunctionsNetlify FunctionsAWS Lambda
🔗 Visit OpenWorkers
weeve
Automation, No-code & Integrations🌐 EN

Lets factories and logistics teams turn raw sensor readings into usable business data by snapping together pre-built blocks instead of writing custom code for every machine.

#automation#backend-as-a-service#saas#no-code#edge
weeveapp.com
📄 Full details →
👥 Target audience

Équipes industrielles, logistique/supply chain, assurance et automobile voulant exploiter des données capteurs/machines sans développement sur-mesure

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
Zapier/Make (iPaaS généraliste, protocoles industriels limités)Siemens MindSpherePTC ThingWorx
🔗 Visit weeve
Banalytics
Monitoring & Observability🌐 EN

A control panel for the physical stuff a business runs on — cameras, sensors, machines — that keeps the data on your own hardware instead of shipping it to someone else's cloud.

#monitoring#edge#automation#self-hosting#saas
banalytics.live
📄 Full details →
👥 Target audience

PME multi-sites, équipes industrielles/techniques, opérateurs homelab voulant surveiller du matériel physique sans dépendre d'un cloud propriétaire

🌍 Target countries

International

🗣️ Available languages
EN
🔄 Alternatives
Plateformes caméra + cloud propriétairesSolutions open-source de vidéosurveillanceSystèmes de gestion vidéo d'entreprise
🔗 Visit Banalytics
ClearSpot
AI & Machine Learning🌐 EN

AI platform that combines drone photos and on-site sensors to automatically spot problems — like a failing solar panel or a manufacturing defect — without a person having to inspect everything by hand.

#edge#automation#computer-vision#ai
clearspot.ai
📄 Full details →
👥 Target audience

Solar asset managers | Independent Power Producers | O&M providers | Manufacturing QA teams

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔗 Visit ClearSpot
Cactus Compute
AI & Machine Learning🌐 EN

Open-source on-device AI runtime that runs LLMs, vision models and speech models directly on phones, laptops and wearables — no cloud round-trip required.

#model-hosting#ai#edge#open-source#mobile-development
cactuscompute.com
📄 Full details →
👥 Target audience

Mobile app developers | Edge/wearable device builders | Privacy-focused AI products

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
llama.cppMLC LLMONNX RuntimeApple Core MLQualcomm GenieX (successor to Nexa AI)
🔗 Visit Cactus Compute
ZEDEDA
DevOps, Cloud & Infrastructure🌐 EN

Edge orchestration platform that remotely manages, secures and updates AI inference and applications across thousands of distributed edge devices.

#edge#orchestration#devops#containers#kubernetes
zededa.com
📄 Full details →
👥 Target audience

Enterprises deploying compute and AI inference at physically distributed edge locations (manufacturing, logistics, retail, energy)

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
AWS IoT GreengrassAzure IoT EdgePortainerBalena
🔗 Visit ZEDEDA