Clarifai

Build, search, and deploy vision, text, and video AI across your data lifecycle.

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Clarifai for Windows

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Info updated on: Sep 26, 2026

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Start by connecting your data sources: drag image folders into the web console, point Clarifai to S3/GCS buckets, or stream videos from a URL. The platform auto-samples frames from video, extracts audio for speech-to-text, and suggests starter tags so you can define a label set in minutes. Create a dataset, map any business fields you care about (price, brand, SKU, dates), and kick off a project. Pick an off-the-shelf model for a quick win or fine-tune with your own examples. Set train/validation splits, choose augmentations, and launch training. Track performance with live metrics and confusion matrices, tweak thresholds and classes, and version your best checkpoints. When you’re ready, publish an endpoint, test it with the built-in playground, then call it from your app using Python or JavaScript SDKs—or run scheduled batch jobs, no code required.

Moderation and compliance teams can build an automated review lane in under an hour. Wire up an ingestion queue, run safety classifiers to flag nudity or violence, add face detection with optional blur, and layer OCR to pull visible text from frames. Use rules to route edge cases to human review and auto-approve clear passes. Every decision is logged for audit, with dashboards for throughput and false-positive rates. For brands, add logo and object recognition to catch guideline violations before content goes live. You can tap Clarifai’s managed labeling workforce to bootstrap ground truth or run your own reviewers inside the same pipeline with quality controls and consensus checks. more

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Review summary

Features

Web product lookup for brand, price, and description
Prebuilt image categorization with common labels
OCR with automatic language detection
Landmark and iconic place recognition
Public figure identification
Adult and unsafe content screening
Face detection with attribute analysis
Face search and verification across galleries
Scene and environment recognition
Object localization and tracking
Custom classifiers trained on your examples
Automatic tagging for large image sets
PPE detection for masks, gloves, and helmets
Face similarity scoring and comparison
Speech-to-text and NLP for transcripts and text

How It’s Used

Catalog enrichment and visual product search in e-commerce
User-generated content moderation for social platforms and marketplaces
Media archive indexing with multimodal search and highlight extraction
Workplace safety monitoring with PPE checks in live video
Document processing: receipts, invoices, and ID extraction with OCR
Security workflows: face watchlist matching under strict governance
Price and brand intelligence by linking web listings to product data
Marketing asset review: logo enforcement and creative tagging
Scientific dataset labeling with human-in-the-loop QA
Edge inference in warehouses and retail stores for low-latency detection
Customer support triage using ASR and ticket classification
News and sports video breakdown by scenes, topics, and people

Plans & Pricing

Community

Free

Minimum Monthly Usage - 1K Operations, 1K Input Objects, 1h Deep-train
Data Store
<ul>
<li>Applications - 1
Image Inputs
Videos Inputs
Text Inputs
Scribe Label
<ul>
<li>Concepts Per App - Unlimited
Labeled Concepts - Unlimited
Single Label Classification
Multi Label Classification
Bounding Boxes
Spacetime Search
<ul>
<li>Search by Concept
Search by Image
Search by Metadata
Search by Geo-location
Mesh Workflow
<ul>
<li>Trained Models Per App - 1
Custom Workflows - 1
Models in Workflow Graph - 3
Image Classification Models
Image Detection Models
Text Classification Models
Image Cropper
Enlight Train
<ul>
<li>Model Versions Per Model - 2
Custom Model Training
Deep Training
Model Evaluation
Evaluation Summaries
K-split Confusion Matrices
Roc Auc
Armada Predict
<ul>
<li>Clarifai Pre-built Model Predictions
Custom Model Serving
Shared Inference Servers
Collaborate
<ul>
<li>Fine Grained Api Keys
Support
<ul>
<li>Portal and Api Documentation
Community Slack and Stackoverflow

Essential

$30.00 per month

Minimum Monthly Usage - $30 in Monthly Credits
Data Store
<ul>
<li>Applications - 2
Image Inputs
Videos Inputs
Text Inputs
Scribe Label
<ul>
<li>Concepts Per App - Unlimited
Labeled Concepts - Unlimited
Single Label Classification
Multi Label Classification
Bounding Boxes
Multi-point Polygons
Video Interpolation
Ai Assisted Labeling
Labeling Task Management
Task Assignment Rules
Optimized Task Review
Consensus Review
Spacetime Search
<ul>
<li>Search by Concept
Search by Image
Search by Metadata
Search by Geo-location
Mesh Workflow
<ul>
<li>Trained Models Per App - 5
Custom Workflows - 3
Models in Workflow Graph - 6
Image Classification Models
Image Detection Models
Text Classification Models
Image Cropper
Enlight Train
<ul>
<li>Model Versions Per Model - 5
Custom Model Training
Deep Training
Model Evaluation
Evaluation Summaries
K-split Confusion Matrices
Roc Auc
Armada Predict
<ul>
<li>Clarifai Pre-built Model Predictions
Custom Model Serving
Shared Inference Servers
Collaborate
<ul>
<li>Collaborators - 2
Fine Grained Api Keys
Support
<ul>
<li>Portal and Api Documentation
Community Slack and Stackoverflow

Professional

$300.00 per month

Minimum Monthly Usage - $300 in Monthly Credits
Data Store
<ul>
<li>Applications - 5
Image Inputs
Videos Inputs
Text Inputs
Data Collectors
App Duplication
Scribe Label
<ul>
<li>Concepts Per App - Unlimited
Labeled Concepts - Unlimited
Single Label Classification
Multi Label Classification
Bounding Boxes
Multi-point Polygons
Video Interpolation
Ai Assisted Labeling
Labeling Task Management
Task Assignment Rules
Optimized Task Review
Consensus Review
Spacetime Search
<ul>
<li>Search by Concept
Search by Image
Search by Metadata
Search by Geo-location
Mesh Workflow
<ul>
<li>Trained Models Per App - 20
Custom Workflows - 10
Models in Workflow Graph - 9
Image Classification Models
Image Detection Models
Text Classification Models
Image Cropper
Concept Thresholder
Random Sampler
Annotation Writer
Enlight Train
<ul>
<li>Model Versions Per Model - 40
Custom Model Training
Deep Training
Model Evaluation
Evaluation Summaries
K-split Confusion Matrices
Roc Auc
Armada Predict
<ul>
<li>Clarifai Pre-built Model Predictions
Custom Model Serving
Shared Inference Servers
Collaborate
<ul>
<li>Collaborators - 5
Fine Grained Api Keys
Support
<ul>
<li>Portal and Api Documentation
Community Slack and Stackoverflow

Enterprise

Custom

Minimum Monthly Usage - Contact
Data Store
<ul>
<li>Applications - Unlimited
Image Inputs
Videos Inputs
Text Inputs
Data Collectors
App Duplication
App Reindexing
Scribe Label
<ul>
<li>Concepts Per App - Unlimited
Labeled Concepts - Unlimited
Single Label Classification
Multi Label Classification
Bounding Boxes
Multi-point Polygons
Video Interpolation
Ai Assisted Labeling
Labeling Task Management
Task Assignment Rules
Optimized Task Review
Consensus Review
Spacetime Search
<ul>
<li>Search by Concept
Search by Image
Search by Metadata
Search by Geo-location
Mesh Workflow
<ul>
<li>Trained Models Per App - Contact
Custom Workflows - Unlimited
Models in Workflow Graph - Unlimited
Image Classification Models
Image Detection Models
Text Classification Models
Image Cropper
Concept Thresholder
Random Sampler
Annotation Writer
Enlight Train
<ul>
<li>Model Versions Per Model - Contact
Custom Model Training
Deep Training
Model Evaluation
Evaluation Summaries
K-split Confusion Matrices
Roc Auc
Armada Predict
<ul>
<li>Clarifai Pre-built Model Predictions
Custom Model Serving
Shared Inference Servers
Dedicated Inference Servers - Contact
Collaborate
<ul>
<li>Collaborators - Contact
Fine Grained Api Keys
Additional Collaborators - Contact
Single Sign on
Support
<ul>
<li>Portal and Api Documentation
Community Slack and Stackoverflow
Priority Email Support
Service Level Agreement
Early Access Program
Expert Education and Onboarding - Contact
Dedicated Solution Architect - Contact

Comments

4.4