Computer Vision & AI Image Recognition
At ITPE, we bridge the gap between raw video footage and actionable data. Our Vision Detection solutions use state-of-the-art deep learning models to identify, track, and analyze objects in real-time, helping businesses automate quality control, enhance security, and optimize operations.
Our Core Technology: YOLO (You Only Look Once)
We specialize in implementing the YOLO framework (including the latest YOLOv11 and YOLOv10), the industry standard for real-time object detection.
Real-Time Speed: Unlike traditional methods, YOLO processes entire images in a single pass, making it fast enough for high-speed production lines and live security feeds.
High Accuracy: Precise bounding boxes and classification even in complex, cluttered, or low-light environments.
Edge Compatibility: We optimize models to run on lightweight hardware (like Raspberry Pi or NVIDIA Jetson) or powerful cloud servers (AWS/Google Cloud).
What We Can Build for You
1. Industrial Quality Inspection
Automate your QC process to spot defects that the human eye might miss.
Defect Detection: Identify cracks, scratches, or missing components on assembly lines.
Food Grading: Detect ripeness, size, and quality of agricultural products or packaged meals.
Assembly Verification: Ensure every part is in the correct position before shipping.
2. Smart Security & Safety
Transform your existing CCTV into an intelligent monitoring system.
PPE Monitoring: Automatically detect if workers are wearing helmets, vests, or masks.
Intrusion Detection: Set "No-Entry" zones that trigger instant alerts when a human enters.
Crowd Analysis: Count people and monitor social distancing or occupancy levels.
3. Retail & Logistics Intelligence
Gain data-driven insights from your physical space.
Inventory Tracking: Detect "Out of Stock" items on shelves in real-time.
Automated Sorting: Categorize packages by size, shape, or label without manual scanning.
Traffic Heatmaps: See which areas of your store attract the most customer attention.
Our Implementation Process
Data Collection: We help you gather and label high-quality images from your specific environment.
Model Training: We use Python, PyTorch, and OpenCV to train a custom YOLO model tailored to your unique objects.
Integration: We connect the AI model to your existing hardware, mobile apps, or web dashboards.
Optimization: Continuous fine-tuning to ensure the model learns and improves over time.