DWPoseVSOpenPose
We compare the two most-used pose estimation preprocessors in Stable Diffusion ControlNet workflows: the modern DWPose and the established OpenPose. We explain which to choose in terms of accuracy (especially hand detection), whole-body coverage, speed, license, and ControlNet usage.
Tool Overview
DWPose
DWPose
OpenPose
OpenPose
Detailed Comparison
| Feature | dwpose | openpose |
|---|---|---|
| Overall Accuracy (whole-body) | 5/5 DWPose-l ~%66.5 whole-body AP (COCO-WholeBody); damıtma ile iyileştirilmiş | 3/5 Çığır açan ancak daha eski; tüm-vücut AP belirgin biçimde daha düşük |
| Hand Detection | 5/5 Ellerde belirgin üstünlük; ControlNet'te en güçlü yönü | 3/5 Elleri sık kaçırır; tam-vücut haritada parmak detayı kaba |
| Whole-Body Coverage | 5/5 133 anahtar nokta: gövde, ayak, yüz, eller | 4/5 135 anahtar nokta (gövde/ayak/yüz/el) destekler |
| ControlNet Usage | 5/5 dw_openpose_full ön işleyici; ComfyUI/A1111'de doğruluk için önerilir | 4/5 Orijinal OpenPose ön işleyici; geniş destek ve editör araçları |
| Speed | 4/5 RTMPose tabanlı verimli; OpenPose'a göre genelde daha hızlı çıkarım | 3/5 Yüksek performans için GPU gerektirir |
| License (Commercial Use) | 5/5 Apache-2.0 — ticari kullanım serbest | 2/5 Ticari olmayan/akademik lisans; ticari kullanım kısıtlı |
| Total | 29/30 | 19/30 |
Pros & Cons
Verdict
Our Recommendation(29/30)
Overall winner: DWPose. DWPose is a modern whole-body pose estimator that improves the RTMPose backbone with two-stage distillation and offers high accuracy on COCO-WholeBody (DWPose-l around 66.5% whole-body AP). Its clearest advantage is hand detection: the ControlNet community reports that DWPose (dw_openpose_full) is noticeably more accurate than OpenPose on hands; where standard OpenPose misses a hand, DWPose captures both. It is also Apache 2.0 licensed. OpenPose is CMU's pioneering real-time multi-person system and is still widely used, but it is older technology, weaker on hands, and carries an important constraint: its non-commercial/academic license restricts commercial use. For the highest pose and hand accuracy in ControlNet, prefer DWPose; for a mature, lightweight baseline, OpenPose can still serve — but most modern workflows now recommend DWPose.
Frequently Asked Questions
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