PART 3
Schemaphic Systems specializes in computer vision, image processing, text detection, image and video detection, segmentation, classification, text generation, image generation, and chatbot creation.
Company Overview
Introduction: Start with a brief introduction to Schemaphic, highlighting its expertise and focus areas in advanced technologies.
Core Services: Introducing the core services and features offered by our company:
- Computer Vision and Image Processing:
- Expertise in developing advanced algorithms and models for image and video analysis, including detection, segmentation, and classification tasks.
- Highlight applications in various industries such as healthcare, automotive, retail, and more.
- Text Detection and Recognition:
- Emphasize capabilities in text detection from images and videos, including OCR (Optical Character Recognition) and advanced text extraction techniques.
- Applications in document processing, automated data entry, and digital archiving.
- Model Creation and Deployment:
- Engaged in developing custom models tailored to specific client needs, leveraging state-of-the-art techniques in machine learning and deep learning.
- Expertise in training, fine-tuning, and deploying models for real-world applications.
- Text Generation and Image Generation:
- Possess capabilities in generating textual content and synthetic images using AI-driven approaches.
- Applications in content creation, creative industries, and personalized marketing.
- Chatbot Development:
- Excellent proficiency in designing and implementing AI-powered chatbots for customer service, interactive interfaces, and virtual assistants.
- Emphasize natural language processing (NLP) capabilities and integration with existing platforms.
- Automatic Dataset Annotation for Model Training and Object Detection Using YOLOv7 and YOLOv7-Pose Keypoints Estimation
Schemaphic leverages advanced AI and computer vision techniques to automate the annotation of datasets, ensuring precise and efficient preparation of data for model training and object detection. This document outlines the process of using YOLOv7 and YOLOv7-Pose key points estimation for automatic dataset annotation
- Advanced Object Detection and Real-Time Video Processing with YOLOv7, YOLOv8, YOLOv9 and YOLOv10 using Multiple Weight Files:
- Schemaphic offers a comprehensive solution to process video files using YOLO v7, v8, v9 v10 multiple weight file. We detect user-specified objects and annotate video frames with bounding boxes and labels.
- The processed video, enriched with detailed annotations, is then saved to an output file, ready for further analysis or deployment.
- Text to Image Generation with Hugging Face Stable Diffusion:
- Integrating cutting-edge technologies such as Hugging Face’s Stable Diffusion for text-to-image generation.
- Creation of high-quality, visually appealing images from textual descriptions, opening new avenues for creative expression and practical applications.
- Data Generation for Model Creation through Image Augmentation:
- Utilization of image augmentation techniques to generate diverse datasets for model training.
- Enhances model robustness and performance by creating varied and realistic training data from existing images.
- Multi-Model Object Detection and Annotation Using YOLO Versions 7, 8, 9, and10:
- Schemaphic Systems Pvt. Ltd. is proud to present an advanced solution for multi-model object detection and annotation, utilizing the latest versions of the YOLO (You Only Look Once) framework—YOLOv7, YOLOv8, YOLOv9, and YOLOv10.
- Our multi-model YOLO solution is a testament to Schemaphic’s commitment to innovation and excellence in the field of computer vision and image processing. We aim to provide our clients with robust and reliable tools that drive operational efficiency and unlock new opportunities for growth.
- For more information or to discuss your specific requirements, please contact Schemaphic Systems Pvt. Ltd.
Conclusion
Schemaphic Systems Pvt. Ltd.’s multi-model object detection and annotation solution, utilizing YOLO versions 7, 8, 9, and 10, stands at the forefront of technological innovation in computer vision. By harnessing the strengths of each YOLO version, we provide a versatile and powerful tool set for precise and efficient object detection and annotation across various industries.
Our solution not only enhances detection accuracy but also supports real-time processing and scalable applications, making it ideal for a wide range of scenarios—from real-time video surveillance to detailed image analysis. The comprehensive annotation capabilities ensure that every detected object is accurately identified and labelled, facilitating better data analysis and decision-making.
Schemaphic is dedicated to delivering high-quality, cutting-edge solutions that meet the diverse needs of our clients. Our multi-model YOLO technology exemplifies our commitment to excellence and innovation in the field of computer vision.
For further information or to discuss how our solution can be tailored to your specific needs, please reach out to Schemaphic Systems Pvt. Ltd. We look forward to partnering with you to achieve your goals through advanced object detection and annotation technology.