microsoft/nni

Any example for Object Detection through NAS is availble?

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#4,362 opened on Dec 2, 2021

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 (3 comments) (4 reactions) (1 assignee)Python (1,830 forks)batch import
NAS 2.0good first issue

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Description

Describe the issue: Could you provide an example for Object Detection through NAS?

Contributor guide

Research direction
Study NNI's NAS API and existing examples (e.g., classification). Adapt an object detection dataset and model (e.g., YOLO, SSD) using NNI's NAS interface. Provide a step by step script with comments.
Tech stack
python
Domain
machine learning
Issue type
Documentation
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-2 days
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonNeural Architecture SearchObject Detection
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
40