# VISION_PROCESSING_UNIT

Seeing the Unseen
at Superhuman Speed

Enterprise-grade computer vision systems delivering actionable insights through advanced neural architectures and edge-optimized inference pipelines.

CUDA TensorRT OpenCV
INFERENCE_LATENCY
<10ms
Real-time Processing
99.2%
Accuracy
1000+
FPS/Node
10K+
Streams
Scroll
Neural_Processing

Pixel-Perfect Precision

Watch data flow through our neural network in real-time. Each node processes visual information at superhuman speed.

NEURAL_NET_v2.4
STATUS: ACTIVE
THROUGHPUT
1,247 FPS
LATENCY
8.2ms
NODES
42 ACTIVE
Input Layer
Feature Extraction
Classification
Output
Hardware Specifications
Hardware_Stack

Development & Inference Hardware

Proprietary compute infrastructure currently powering our production pipelines. We train on bare metal, not just API wrappers.

GEN-AI LAB Local LLM Development

Ollama Optimized Stack

ACTIVE
  • Custom Turkish Language Models
  • Quantized Inference (4-bit/8-bit)
  • RAG Pipeline Integration
  • LangChain Native

Private LLM deployment without cloud dependency

VISION WORKSTATION Real-Time CV Pipeline

Dual RTX 4090 System

900W
  • Sub-5ms Latency Processing
  • Python/PyTorch Native
  • Multi-Stream RTSP Ingest
  • TensorRT Optimized

Production-grade computer vision inference

AGRO-INTELLIGENCE Agricultural Training Cluster

Dedicated Training Rig

SCALING
  • Autonomous Farming Models
  • Crop Health Analysis
  • Drone Imagery Processing
  • Field Boundary Detection

AI-powered precision agriculture systems

Industrial Applications
Deployment_Matrix

Industrial Applications

High-precision computer vision deployed across critical infrastructure and production environments.

INFRASTRUCTURE 01

Thermal Leak Detection

Infrared anomaly detection for building envelope analysis and HVAC optimization

MANUFACTURING 02

PCB Soldering Inspection

Automated quality control for surface-mount component placement and solder joints

AGRICULTURE 03

Drone Crop Health

Multispectral imaging for early disease detection and yield prediction

SAFETY 04

PPE Compliance

Real-time monitoring of personal protective equipment across work zones

LOGISTICS 05

High-Speed OCR

License plate and container code recognition at 60+ FPS throughput

MANUFACTURING 06

Assembly Line QA

Defect detection with <10ms latency on high-speed production lines

SECURITY 07

Intruder Detection

Perimeter breach detection with thermal + visible spectrum fusion

SECURITY 08

Biometric Access

Multi-factor facial recognition with liveness detection and anti-spoofing

SMART CITY 09

Traffic Flow Analysis

Vehicle counting, speed estimation, and congestion prediction

MANUFACTURING 10

Weld Quality Inspection

X-ray and visual inspection for structural weld integrity verification

AGRICULTURE 11

Livestock Monitoring

Individual animal tracking, health scoring, and behavior analysis

COMMERCE 12

Retail Analytics

Customer flow mapping, shelf compliance, and queue management

Tech_Arsenal

Technology Stack

Production-grade frameworks and tools powering our computer vision and AI infrastructure.

CORE Foundation
HOT Trending
NEW Recently Added
STABLE Production Ready
BETA Experimental
CORE
PyTorch
STABLE
TensorFlow
CORE
OpenCV
HOT
YOLOv8
CORE
CUDA
CORE
TensorRT
STABLE
Docker
STABLE
Kubernetes
HOT
LangChain
HOT
HuggingFace
NEW
Ollama
STABLE
Kafka
STABLE
Redis
STABLE
Grafana
STABLE
Prometheus
CORE
FastAPI
STABLE
React
BETA
Three.js
CORE
Python
CORE
C++
STABLE
ONNX Runtime
NEW
MediaPipe
HOT
Ultralytics

Ready to Deploy Vision AI?

Let's discuss how our computer vision capabilities can transform your operations and deliver real-time actionable insights.