senior-computer-vision

What problem does it solve?

This skill provides world-class expertise and tools for computer vision engineers, automating tasks in model training, inference optimization, and dataset pipeline building. It accelerates the development and deployment of robust visual AI systems, from object detection to real-time video analysis.

Core Features & Use Cases

• Vision Model Trainer: Automate the training of custom computer vision models with best practices.
• Inference Optimizer: Optimize vision models for high-performance, real-time inference.
• Dataset Pipeline Builder: Construct scalable and robust data pipelines for computer vision datasets.
• Use Case: Train a custom object detection model for a specific industrial application, then optimize its inference speed for edge devices, and finally, build a data pipeline to continuously feed new annotated images for retraining.

Quick Start

Use the senior-computer-vision skill to train a new object detection model using the 'product_images' dataset.