Describe the issue:
Could you provide an example for Object Detection through NAS?
贡献者指南
技术栈
pythonpytorch
领域
machine learningai
议题类型
documentation
难度面向新贡献者的预计实现难度,1 表示很小改动,5 表示专家级工作。
3
预计时间有经验贡献者完成调查、实现、测试并准备 pull request 的粗略时间范围。
1-2 days
活动状态议题当前的可参与程度:新鲜、活跃、陈旧、阻塞或等待维护者输入。
needs maintainer response
清晰度议题是否清楚说明期望改动、验收标准和下一步。
mostly clear
前置要求
Pythondeep learningNeural Architecture Search
新手友好度1-100 的估计分数,表示该议题对首次贡献者的友好程度。
30
研究方向
The contributor should explore NNI's existing NAS examples in the 'examples' folder, particularly any related to image classification. They need to understand how NNI integrates with PyTorch for NAS and then adapt an object detection model like YOLO or SSD. They should also check if the assignee has started any work or if there are comments suggesting a direction. The main task is to create a minimal working example that demonstrates NAS for object detection using NNI's API.