NewOceanGroup
About Us
NewOceanGroup is a specialized organization focused on developing computer vision solutions for industrial applications. We leverage state-of-the-art deep learning and computer vision technologies to solve real-world challenges in manufacturing, logistics, quality control, and industrial automation.
Our Mission
To advance industrial computer vision through open collaboration, providing high-quality models, datasets, and tools that empower businesses to implement robust visual intelligence systems in production environments.
What We Do
🔍 Computer Vision for Industry
We specialize in developing and deploying computer vision solutions tailored for industrial settings, including:
- Logistics & Supply Chain: Container text recognition, warehouse automation, package sorting
- Quality Control: Defect detection, product inspection, compliance verification
- Manufacturing: Process monitoring, assembly verification, inventory tracking
- Safety & Compliance: PPE detection, safety zone monitoring, regulatory compliance
🤗 HuggingFace Repository
Our HuggingFace organization serves as a hub for:
- Fine-tuned Models: Production-ready models optimized for specific industrial use cases
- Industrial Datasets: Curated datasets for training and benchmarking computer vision systems
- Domain-Specific Solutions: Specialized models for OCR, object detection, segmentation, and classification
- Research Contributions: Experimental models and techniques for the computer vision community
Our Approach
Data-Centric Development
We believe in the power of high-quality, domain-specific data:
- Combining synthetic data generation with real-world collection
- Rigorous annotation and quality control processes
- Diverse datasets representing real industrial conditions
Production-Ready Solutions
Our models are designed for deployment:
- Optimized for inference speed and accuracy
- Tested in real industrial environments
- Comprehensive documentation and usage examples
- Support for both training and inference workflows
Open Collaboration
We contribute to the open-source community by:
- Sharing fine-tuned models and datasets
- Providing detailed documentation and model cards
- Supporting integration with popular frameworks (PaddleOCR, PyTorch, TensorFlow)
- Engaging with the community for continuous improvement
Technical Stack
We work with industry-leading frameworks and tools:
- Computer Vision: OpenCV, Halcon, Customize Ops.
- Deep Learning: PyTorch
- Data Management: Roboflow, In house labeling tool.
- Deployment: ONNX, TensorRT, Docker, Kubernetes
GitHub
Visit our GitHub organization for code, tools, and additional resources:
🔗 github.com/newocean-group
Use Cases
Our solutions have been applied in:
- 🚢 Port & Maritime Logistics: Container tracking and identification
- 🏭 Manufacturing: Quality assurance and defect detection
- 📦 Warehousing: Inventory management and automation
- 🔧 Industrial Inspection: Equipment monitoring and maintenance
- 🛡️ Safety Systems: Compliance and hazard detection
Community & Support
We're committed to supporting the industrial computer vision community:
- Documentation: Comprehensive guides and tutorials
- Model Cards: Detailed specifications and usage instructions
- Issues & Feedback: Active engagement with users
- Collaboration: Open to partnerships and research collaborations
Getting Started
- Browse Our Models: Explore our collection of fine-tuned industrial models
- Check Datasets: Access curated datasets for your specific use case
- Read Documentation: Follow our guides for model deployment
- Join the Community: Contribute feedback, report issues, or collaborate
Contact
For inquiries, collaborations, or support:
Keywords
computer-vision industrial-ai ocr object-detection logistics manufacturing quality-control deep-learning production-ml automation
NewOceanGroup - Empowering Industry with Computer Vision