Enterprise Computer Vision & Visual Intelligence
Empower your cameras and production lines with real-time visual perception. We engineer sub-millimeter manufacturing defect inspection (specialized for Morbi ceramic tiles), automated OCR, and 60 FPS edge video analytics.
Transforming Pixels into Automated Business Decisions
Human visual inspection is slow, costly, and prone to fatigue. BigIntend deploys state-of-the-art computer vision models capable of inspecting thousands of industrial items per minute, extracting complex tabular data from scanned documents, and securing physical premises in real-time.
Morbi Ceramic & Industrial Focus
Specialized micro-crack, glaze defect, and shade variation detection for ceramic factories.
Sub-15ms Real-Time Inference
Ultra-fast YOLOv8/v11 models compiled with TensorRT for high-speed conveyor belts.
Edge Camera Compatibility
Deploys on existing RTSP IP cameras, NVIDIA Jetson, Raspberry Pi, and cloud servers.
Our Computer Vision Engineering Capabilities
Industrial Quality Control & Defect Detection
Automated visual inspection detecting microscopic surface cracks, scratches, and color deviations at full conveyor speed.
- Ceramic Tile Crack & Glaze Inspection
- High-Speed Automated Rejection Triggering
Intelligent Document & Invoice OCR
Multi-language text, table, and signature extraction from unstructured invoices, bills of lading, and identity cards.
- Complex Nested Table Extraction
- Handwriting & Multilingual Recognition
Real-Time Video Analytics & Security
Automated perimeter security, PPE compliance monitoring, crowd density counting, and anomaly tracking.
- Worker Safety Helmet & Vest Detection
- Multi-Camera Object Tracking (DeepSORT)
Visual Search & E-Commerce Matching
Allow shoppers to upload images and instantly find visually similar fashion, furniture, or ceramic catalog products.
- Multi-Modal Embedding Similarity
- Background Removal & Auto-Centering
Automatic Number Plate Recognition (ANPR)
High-accuracy vehicle license plate detection and speed estimation for parking lots and toll management.
- Multi-Lane High-Speed Recognition
- Night-Vision & Weather Invariance
Edge AI & Embedded Vision Hardware
Deploy optimized vision neural networks onto lightweight edge hardware with low power consumption.
- NVIDIA Jetson Nano / Orin Optimization
- TensorRT & OpenVINO Compilation
Computer Vision Stack & Edge Frameworks
Our 5-Step Vision Engineering Lifecycle
Camera & Lighting Environment Audit
We inspect factory lighting conditions, camera focal lengths, and conveyor belt speed requirements.
Image Dataset Collection & Annotation
We collect positive/negative samples and annotate bounding boxes, polygons, or segmentations.
Model Architecture Training & Tuning
We train lightweight YOLO or transformer segmentation models with data augmentation.
Edge Hardware Acceleration & Benchmarking
We quantize models to INT8 using TensorRT to achieve 60+ FPS on edge hardware.
PLC / Industrial Relay & Dashboard Integration
We connect vision inference to pneumatic rejection arms, sirens, and cloud quality dashboards.
Frequently Asked Questions
Schedule a Vision AI Demo
Send us sample images or describe your industrial inspection requirements for a free feasibility report.