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ascend-mmdet3d-install

Automate mmdetection3d installation in Ascend NPU containers with dependencies and validation.

31|1|Updated Mar 28, 2026
Search Tags:#install#ascend#npu#mmdet3d#mmcv#mmsegmentation#3d-detection
One-click install
npx skills add https://github.com/Ascend/agent-skills --skill ascend-mmdet3d-install
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ascend-mmdet3d-install
Source: https://github.com/Ascend/agent-skills/tree/main/skills/drivingsdk-ascend-model-migration/ascend-mmlab-install-suite/mmdet3d
Command: npx skills add https://github.com/Ascend/agent-skills --skill ascend-mmdet3d-install

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates the installation of mmdetection3d in Ascend NPU containers for 3D object detection development.

Core Features & Use Cases

  • Dependency orchestration: ensures mmcv, mmsegmentation, and mmdet3d are installed with compatible versions.
  • Deterministic setup: clones the official repositories, applies necessary patches, and installs in editable mode to reflect source changes.
  • Validation: verifies installation by importing mmdet3d and checking basic functionality in the container.

Quick Start

Install mmdetection3d in the Ascend NPU container and verify the installation by importing mmdet3d.

Frequently Asked Questions about ascend-mmdet3d-install

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I install mmdetection3d in an Ascend NPU container?▼

To install mmdetection3d in an Ascend NPU container, automate dependency handling for mmcv and mmsegmentation, clone official repositories, apply patches, and install in editable mode for 3D object detection development.

What dependencies are needed for mmdet3d on Ascend NPU?▼

Dependencies for mmdet3d on Ascend NPU include compatible versions of mmcv and mmsegmentation, ensuring the environment meets preconditions before cloning repositories and applying patches for 3D object detection setup.

Can I validate mmdet3d installation in an Ascend NPU container?▼

You can validate the mmdet3d installation in an Ascend NPU container by importing the mmdet3d module and checking basic functionality to ensure the 3D object detection environment operates correctly.

Why apply patches during mmdetection3d setup on Ascend NPU?▼

Applying patches during mmdetection3d setup on Ascend NPU ensures necessary compatibility adjustments are made to the cloned source code before installing in editable mode, reflecting source changes for 3D object detection development.

Does mmdet3d editable mode work with Ascend NPU containers?▼

Editable mode works with Ascend NPU containers for mmdet3d by installing the cloned repositories with applied patches, allowing source changes to reflect immediately during 3D object detection model development.

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