Turnkey SystemsVision AgentsMaster Computer VisionPricing⚡ Explore Live Dashboard (Guest Mode) Start Free (500 Credits)
AGENTIC COMPUTER VISION & TURNKEY SYSTEMS & Master Computer Vision

Transform Vision into Autonomous Real-World Action.

Turnkey Smart Parking ALPR, Fire Safety & Vision Agents — with complete source code and APIs.

Turnkey Systems Live Dashboard → Agent Studio
⚡ 0ms Cost (WebGPU)📦 Docker + FastAPI Code🌍 Arabic & EN Ready🛡️ Instant Guest Mode
Stack:YOLO26YOLO11YOLOv8YOLOv5RF-DETRPaddleOCRReal-ESRGANLightGlue
Vyrion Dual-Engine AI Workstation
⚡ 1. Spatial Perception (YOLO11)
YOLO11x-Safety
Industrial warehouse CCTV forklift and pedestrian worker safety audit
obj_2: forklift (94%)
obj_1: person (98%) ⚠️ NO PPE
⚠️ Proximity Hazard: 1.8m [Pedestrian in Active Forklift Lane]
⚡ Latency: 142.4msFPS: 62.5Objects Flagged: 2
Confidence85%
Zero cloud cost · Runs in WebGPU / DockerRun Full Playground
🧠 2. Autonomous Tactical Agent
ALERT: SAFETY VIOLATION
Assigned Natural-Language Mission

“Enforce OSHA 1910 perimeter standards. Flag personnel within 2.0m of active machinery lacking head/vest PPE.”

Vyrion Hybrid Agent (YOLO + Llama-3.3-70B) Reasoning:

“Flagged obj_1 (person) in middle-right lane within 1.8m proximity of active obj_2 (forklift) without hard hat or PPE. Hazard exceeds OSHA 1910 threshold. Executing emergency slowdown.”

Autonomous Action Payload Dispatched
{
  "event": "PROXIMITY_HAZARD_ALERT",
  "severity": "CRITICAL",
  "target": "person_01 vs forklift_02",
  "distance_meters": 1.8,
  "ppe_status": "MISSING_HARD_HAT",
  "action": "TRIGGER_ALARM_AND_SLOW_MACHINERY",
  "api_webhook": "https://api.facilitysafe.io/e-stop",
  "webhook_status": "200 OK (14ms)"
}
All 4 turnkey systems run in-browser WebGPU or deploy via Docker to your private cloud.
Alex M.ran Object DetectionYOLO11n· 2s ago|
Sara K.ran Brain Tumor ScanMedical AI· 5s ago|
Dev Teamprocessed Car ParkingYOLOv8· 9s ago|
Rami A.ran OCR extractionPaddleOCR· 12s ago|
VisualAI Co.ran Crowd AnalyticsYOLO11n· 18s ago|
Chen L.ran Pose EstimationYOLOv8-pose· 22s ago|
Maria G.ran Image EnhancementESRGAN· 30s ago|
Startup Xran Fire DetectionCustom Model· 35s ago|
Alex M.ran Object DetectionYOLO11n· 2s ago|
Sara K.ran Brain Tumor ScanMedical AI· 5s ago|
Dev Teamprocessed Car ParkingYOLOv8· 9s ago|
Rami A.ran OCR extractionPaddleOCR· 12s ago|
VisualAI Co.ran Crowd AnalyticsYOLO11n· 18s ago|
Chen L.ran Pose EstimationYOLOv8-pose· 22s ago|
Maria G.ran Image EnhancementESRGAN· 30s ago|
Startup Xran Fire DetectionCustom Model· 35s ago|
ACADEMY & RESEARCH RADAR

Master Computer Vision, From Foundations to SOTA Research

Explore structured 73-topic engineering roadmaps, 1-click Colab notebooks, interactive neural architecture breakdowns, and real-time arXiv paper monitoring.

CURRICULUM · 12 STAGES

Zero to SOTA Vision Engineer

A rigorous, step-by-step master engineering path from classical image filtering to YOLOv11/26, SAM-2 spatial masks, and Autonomous Multimodal VLMs.

Foundations to Frontier: OpenCV, Deep Backbones, Detection, 3D, and Edge
Interactive progress tracking with real-world failure cases and interview questions
Executive summaries, mathematical formulas, and industrial toolkits for each topic
73+
Curated Topics
12 Stages
Skill Stages
100%
Hands-on Tasks
Explore 73-Topic Roadmap⚡ Instant Free Guest Access
vyrion-vision // roadmap-engine
Curriculum Pathway · S0 to S12
📐
Stage 0: Foundations & Classical Vision
Image Filtering · Edge Detection · Color Spaces · Morphology
Core
🧬
Stage 1: Backbones & Vision Transformers
ResNet · ConvNeXt · ViT · DINOv2 SSL
Foundation
🎯
Stage 2: 2D Detection & Localization
YOLO Evolution · YOLO11 · YOLO26 · RT-DETR
SOTA
✂️
Stage 3: Segmentation & Foundation Masks
Mask R-CNN · SAM 2 · Semantic Seg · Panoptic
Advanced
+ 8 additional deep stages: 3D Vision, Video Motion, Generative, Autonomy...
Active Academic & Research EngineLaunch Interactive Studio
Most Popular

73+ Topic Computer Vision Roadmap

A rigorous, step-by-step master engineering path from classical image filtering to YOLOv11/26, SAM-2 spatial masks, and Autonomous Multimodal VLMs.

Explore Module
1-Click GPU

Interactive GPU Notebooks

Turnkey Google Colab, Kaggle, and Jupyter notebooks pre-configured with free GPU acceleration. Fine-tune on custom datasets and export directly to TensorRT.

Explore Module
Interactive Topology

Neural Architecture Deep-Dives

Interactive visual inspection of modern neural topology. Explore how feature pyramids, attention heads, and cross-stage partial connections process spatial data.

Explore Module
Live Feed

Live arXiv & CVPR Research Radar

Automated continuous surveillance of breaking computer vision research. Track preprints, benchmark leaderboards, code repositories, and foundation model weights.

Explore Module
MODEL ZOO & ECOSYSTEM

Production Vision Models, Ready to Run

Explore pre-trained YOLO, SAM, OCR, and specialized vision models. Execute in browser or connect via API.

CoursesFrom Zero to Hero

Learn Computer Vision

Start from scratch — interactive lessons, real projects, and hands-on CV challenges.

Avg LatencySelf-Paced
Benchmark mAP100%
Launch in Playground
YOLOObject Detection & Segmentation

YOLO Detection & Segmentation

Learn computer vision and apply what you learn — detect and segment objects with any YOLO model in real time.

Avg Latency14ms
Benchmark mAP98.2%
Launch in Playground
OCRText & Document AI

PaddleOCR Text Recognition

Multilingual OCR for extracting text, receipts, documents, and license plates instantly.

Avg Latency28ms
Benchmark mAP97.5%
Launch in Playground
Medical AIHealthcare Diagnostic

Medical AI Lab

Deep segmentation neural networks trained specifically on MRI and CT medical imaging.

Avg Latency32ms
Benchmark mAP99.4%
Launch in Playground
MarketplaceBuy & Sell

Model Market

Buy, sell, and monetize custom computer vision models — upload your own or discover top community models.

Avg Latency—
Benchmark mAP—
Launch in Playground
BenchmarkingModel Comparison

Side-by-Side Model Compare

Run two models on the same image side-by-side to compare latency, bounding boxes & accuracy.

Avg LatencyRealtime
Benchmark mAPDiff Metrics
Launch in Playground
Developer API First

Deploy AI Models into Your App in 5 Lines of Code.

Every model in the Vyrion ecosystem comes with instant API keys, Python SDK compatibility, cURL endpoints, and real-time JSON responses.

Hashed live API keys (`vyr_live_...`)
Instant base64 visual result & clean JSON data
Built-in telemetry: latency, CPU/GPU stats
Free 500 monthly API calls on signup
Get Free API Key
vyrion-sdk v2.5
import vyrion

# Initialize client with your free API key
client = vyrion.Client(api_key="vyr_live_8f9a23b1c4...")

# Run YOLO11 Object Detection
response = client.detect(
    model="yolo11n",
    image="https://example.com/sample.jpg",
    confidence=0.85
)

# Output detections and latency
print(f"Latency: {response.latency_ms}ms")
for item in response.detections:
    print(f"Class: {item.class_name} ({item.confidence:.2%}) -> BBox: {item.bbox}")
BENCHMARK & COMPARISON

Why Teams Choose Vyrion Vision

Compare Vyrion Vision against AWS SageMaker and manual PyTorch setups.

Feature
Vyrion Vision
AWS SageMaker
Manual Server
GPU Infrastructure Setup
0 Seconds (Instant Browser)
Hours (Complex IAM & Docker)
Days (CUDA & Linux Config)
Pre-loaded Model Zoo
15+ Models (YOLO26, SAM, OCR)
Manual Deployment
Scripting per Model
Side-by-Side Comparison
Built-in Visual & Metrics
Custom Code Only
Manual Scripting
API Key Management
Instant Hashed Keys
AWS API Gateway
Custom Backend Code
Free Tier Included
200 Credits / Month Free
Pay-per-hour
Self-hosted Server Cost
PLATFORM DEMO

See Vyrion Vision in Action

Watch how raw image data transforms into actionable vision insights in under 2 minutes.

Vyrion demo preview
INDUSTRY USE CASES

Computer Vision Solutions for Real World Problems

From retail heatmaps to medical diagnostics — explore how teams use Vyrion Vision.

Object Detection

Object Detection

Detect 80+ classes in real time with YOLO or your custom weights.

Medical Imaging

Medical Imaging

Tumor segmentation and 3D reconstruction from MRI and DICOM.

OCR

OCR

Extract text, receipts and documents in 80+ languages.

Drone Vision

Drone Vision

Inspect assets and monitor sites from aerial footage.

Retail Analytics

Retail Analytics

Footfall, dwell time and heatmaps from existing cameras.

Pose Estimation

Pose Estimation

Skeleton tracking for sports, rehab and safety.

Parking AI

Parking AI

Live occupancy, counting and guidance for lots.

Fire Detection

Fire Detection

Early wildfire and industrial hazard alerts.

PLATFORM NUMBERS

Trusted & Scalable Cloud Scale

Real-time execution metrics across the Vyrion Vision ecosystem.

🖼️
0+
Images Processed
🤖
0+
Models Executed
⚡
0+
Inference Requests
🎁
0
Free Credits / Month
MODEL MARKETPLACE

Discover & Ship Community Models

Browse verified computer vision models, deploy in one click, or publish your own.

Open Model Market
detect 4.9

YOLO-Surgical Tools

12.4kFree
segment 4.8

SAM2-Medical Masks

9.1k$19
classify 4.7

RetailCounter v3

7.7kFree
detect 4.9

FireSmoke-Edge

5.2k$29
WHY VYRION VISION

Built for Developers, Optimized for Speed

Everything you need to move from raw images to deployed computer vision solutions in record time.

⚡

No GPU Setup Required

Skip CUDA drivers, Docker containers, and complex environment configuration. Run vision models right in your browser.

🎯

YOLO Detection & Beyond

Deploy object detection, segmentation, and OCR with any YOLO model — zero setup delays.

💻

Developer API & SDK

Get production-ready REST API keys and copy-paste Python snippets to connect models directly to your app.

📊

Side-by-Side Model Comparison

Compare accuracy, bounding box confidence, and latency between model weights instantly.

COLAB NOTEBOOKS

One-Click Jupyter Notebooks

Run pre-built notebooks for YOLO, SAM, DETR, and PaddleOCR directly in Google Colab.

Y

YOLO

Train & infer YOLOv5→YOLO26 with one click.

S

SAM

Segment Anything prompts and video tracking.

R

RT-DETR

Real-time DETR detection notebooks.

F

Florence

Florence-2 open-vocabulary vision tasks.

G

Grounding DINO

Zero-shot open-set detection.

O

OCR

PaddleOCR + GLM-OCR pipelines.

FREQUENTLY ASKED QUESTIONS

Questions, Answered

Yes. The Free plan includes 500 monthly credits and one API key — no credit card required to start.
QUICK START

Build Vision Apps in 3 Simple Steps

The fastest way to test and deploy computer vision AI.

Free Forever
01

Sign Up with Google

One click. No long form. No credit card required. Get 500 free credits added instantly to your balance.

15+ Models
02

Upload & Test Models

Select from YOLO11, SAM-2, OCR, or medical models. Drag and drop any image or connect your web camera feed.

< 30 Seconds
03

Integrate & Ship API

Copy visual results, structured JSON data, or production-ready Python SDK code directly into your codebase.

Create Your Free Account Now
🎁 500 Free Monthly Credits — Instant Access

Start Building Computer Vision
Applications Today

Join developers, researchers, and businesses building next-generation AI vision apps on Vyrion — without GPU headaches.