Agent skill · AI & Agents

tao-train-deformable-detr

Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, lighter than DINO with competitive accuracy. Use when training, evaluating, exporting, quantizing, or running inference for a TAO Deformable-DETR model. Trigger phrases include "train deformable-detr", "Deformable DETR object detection", "lightweight DETR detector".

NVIDIAgithub.com/NVIDIAGitHub ↗
claude-codecodexcan modify filesApache-2.0
Install
npx skills add NVIDIA/skills --skill tao-train-deformable-detr --agent claude-code

Same command for any agent — swap --agent for codex, cursor, copilot.

Facts
Files in the skill folder: 24
SKILL.md size: 14 KB
Bundled scripts: none
Version: 0.1.0
Declared author: NVIDIA Corporation
Allowed tools: ReadBash
Requires: Requires docker + nvidia-container-toolkit.
Path: skills/tao-train-deformable-detr/SKILL.md
Open the folder on GitHub →
Where it comes from
Stars: 2,789
Language: Python
Read our review of the source →

Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.

From the SKILL.md

# Deformable DETR Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing. Lighter than DINO with competitive accuracy. Uses pretrained weights. Set `model.pretrained_backbone_path` for backbone-only loading or `train.pretrained_model_path` for full model initialization. Supported parent model actions are `train`, `evaluate`, `inference`, `ex

More from skills
All skills →
About this skill
What does the tao-train-deformable-detr skill do?

Deformable DETR for 2D object detection. Uses deformable attention for efficient multi-scale feature processing, lighter than DINO with competitive accuracy. Use when training, evaluating, exporting, quantizing, or running inference for a TAO Deformable-DETR model. Trigger phrases include "train deformable-detr", "Deformable DETR object detection", "lightweight DETR detector".

How do I install it?

Run `npx skills add NVIDIA/skills --skill tao-train-deformable-detr --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.

Where does this skill come from?

From NVIDIA/skills, a repository with 2,789 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.

Is a popular skill a good skill?

Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.

Keep going