#machine-learning

14 tools curated in this category — including Zest AI, Cactus Compute, WaveSpeedAI

tech

Find on mySelectas all sites and tools related to machine-learning. This selection of 14 resources is reviewed and maintained by the community. The most popular include Zest AI, Cactus Compute, WaveSpeedAI. Each tool comes with a review, tags, comparisons and alternatives to help you make the best choice.

14 tools
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.

#edge#open-source#ai#machine-learning#model-hosting
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
WaveSpeedAI
AI & Machine Learning🌐 EN

An AI inference API built specifically for speed — over 1,000 image, video, audio and language models served through one endpoint with sub-1-second latency and no cold starts.

#api#python#performance#open-source#ai
wavespeed.ai
📄 Full details →
👥 Target audience

Développeurs d'applications IA sensibles à la latence d'inférence (temps réel, interactif)

🌍 Target countries

Monde

🗣️ Available languages
EN
🔄 Alternatives
falReplicateTogether AI
🔗 Visit WaveSpeedAI
Vast.ai
DevOps, Cloud & Infrastructure🌐 EN

A marketplace where anyone with a spare gaming or server GPU can rent it out, so AI developers get GPU compute at a fraction of the price big cloud providers charge — like Airbnb, but for graphics cards instead of spare rooms.

#cloud#open-source#cli-tool#ai#mlops
vast.ai
📄 Full details →
👥 Target audience

Développeurs et équipes ML cherchant du compute GPU à bas coût pour l'entraînement ou l'inférence

🌍 Target countries

Monde

🗣️ Available languages
EN
🔄 Alternatives
RunPodLambdaCoreWeave
🔗 Visit Vast.ai
Patronus AI
AI & Machine Learning🌐 EN

A safety checker for AI systems that catches hallucinations, unsafe answers and factual mistakes before they reach a user, using its own purpose-built judge models instead of relying on a general-purpose LLM to grade itself.

#llm#nlp#testing#open-source#ai-agents
patronus.ai
📄 Full details →
👥 Target audience

Équipes IA dans les secteurs régulés (finance, santé) ayant besoin de détection d'hallucination fiable

🌍 Target countries

Monde

🗣️ Available languages
EN
🔄 Alternatives
BraintrustConfident AIArize Phoenix
🔗 Visit Patronus AI
Nebius
DevOps, Cloud & Infrastructure🌐 EN

A European, publicly-traded cloud built specifically for AI workloads — GPU clusters, training, inference — for companies that want serious AI compute without depending on a US hyperscaler.

#cloud#ai#mlops#machine-learning#model-hosting
nebius.com
📄 Full details →
👥 Target audience

Entreprises européennes et internationales cherchant une alternative crédible aux hyperscalers US pour du compute IA

🌍 Target countries

Monde (positionnement souverain européen)

🗣️ Available languages
EN
🔄 Alternatives
CoreWeaveLambdaAWS
🔗 Visit Nebius
SuperAnnotate
AI & Machine Learning🌐 EN

Data annotation and evaluation platform that turns raw images, video, text and audio into labeled datasets for training and fine-tuning AI models.

#ai#mlops#data-science#data-engineering#machine-learning
superannotate.com
📄 Full details →
👥 Target audience

Enterprise organizations and foundation model builders needing multimodal data annotation

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LabelboxEncordKili Technology
🔗 Visit SuperAnnotate
Labelbox
AI & Machine Learning🌐 EN

Data platform for labeling, curating and generating human feedback to train and fine-tune AI models, including reinforcement learning workflows.

#ai#mlops#data-science#machine-learning#fine-tuning
labelbox.com
📄 Full details →
👥 Target audience

Frontier AI labs, research teams and enterprises building AI agents and robotics systems

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
EncordSuperAnnotateKili Technology
🔗 Visit Labelbox
Kili Technology
AI & Machine Learning🌐 EN

Data annotation platform built for organizations running many labeling projects at once across images, video, text, PDF and geospatial data.

#ai#mlops#data-science#data-engineering#machine-learning
kili-technology.com
📄 Full details →
👥 Target audience

Data scientists and AI/ML teams running multiple large-scale annotation projects in parallel

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LabelboxEncordSuperAnnotate
🔗 Visit Kili Technology
Encord
AI & Machine Learning🌐 EN

Platform for labeling, organizing and quality-checking the images, video and sensor data used to train computer vision and robotics AI models.

#ai#mlops#data-science#data-engineering#machine-learning
encord.com
📄 Full details →
👥 Target audience

Computer vision and physical AI/robotics teams needing to label video, 3D/LiDAR and multi-sensor data

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
LabelboxSuperAnnotateKili Technology
🔗 Visit Encord
Interfaze
AI & Machine Learning🌐 EN

AI model purpose-built for tasks that need a consistent, reliable answer every time — reading documents, classifying content, transcribing speech.

#api#nlp#ai#machine-learning#computer-vision
interfaze.ai
📄 Full details →
👥 Target audience

Developers and organizations needing high-accuracy, deterministic structured data extraction from documents, images, audio or video

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
AWS TextractGoogle Document AIMistral OCR
🔗 Visit Interfaze
Alloy
Security & Privacy🌐 EN

Identity and fraud decisioning platform that connects a single API to 270+ data providers, letting banks and fintechs orchestrate KYC/KYB, fraud and transaction monitoring across the whole customer lifecycle.

#api#enterprise#authentication#integrations#security
alloy.com
📄 Full details →
👥 Target audience

Banks, credit unions, fintechs, sponsor banks and cryptocurrency firms needing to orchestrate identity verification and fraud checks across many data providers

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
PersonaJumioOnfidoSocureTrulioo
🔗 Visit Alloy
Hopsworks
AI & Machine Learning🌐 EN

Managed feature store and AI lakehouse platform for building production machine-learning systems with millisecond-latency feature serving.

#python#open-source#self-hostable#mlops#data-engineering
hopsworks.ai
📄 Full details →
👥 Target audience

ML engineers | Data engineers | Enterprises in finance, retail, government

🌍 Target countries

Worldwide

🗣️ Available languages
EN
🔄 Alternatives
FeastDatabricks Feature StoreSageMaker Feature Store
🔗 Visit Hopsworks