yolo-master-agent
OfficialTrain, validate, and predict with YOLO-Master, leveraging multimodal and open-world inference.
Software Engineering#machine learning#object detection#yolo#multimodal inference#open-world analysis
AuthorTencent
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill streamlines the process of training, validating, and predicting with YOLO-Master, offering advanced features like multimodal inference and open-world analysis.
Core Features & Use Cases
- End-to-End Workflows: Execute all steps required for YOLO-Master experiments, including training, validation, and prediction.
- Multimodal Inference: Combine YOLO detection with OpenAI VLM/LLM for advanced image understanding.
- Open-World Analysis: Leverage LVIS/V3Det taxonomies for open-world object detection and classification.
- Use Case: Imagine you have a dataset of images for object detection. Use this Skill to train your model, validate its performance on a test set, and then perform open-world inference to identify objects outside the standard COCO category set.
Quick Start
Use the yolo-master-agent to train a YOLO-Master model on the dataset 'coco128.yaml'.
Dependency Matrix
Required Modules
ultralyticstorchtorchvisionopenai
Components
scriptsreferencesassets
💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: yolo-master-agent Download link: https://github.com/Tencent/YOLO-Master/archive/main.zip#yolo-master-agent Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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