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

1. Browse Our Models: Explore our collection of fine-tuned industrial models
2. Check Datasets: Access curated datasets for your specific use case
3. Read Documentation: Follow our guides for model deployment
4. Join the Community: Contribute feedback, report issues, or collaborate

Contact

For inquiries, collaborations, or support:

• 🌐 GitHub: github.com/newocean-group
• 🤗 HuggingFace: huggingface.co/NewOceanGroup

Keywords

computer-vision industrial-ai ocr object-detection logistics manufacturing quality-control deep-learning production-ml automation

NewOceanGroup - Empowering Industry with Computer Vision