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real_head_detection

deepghs / real_head_detection

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Model's Last Updated: February 20 2025
object-detection

Introduction of real_head_detection

Model Details of real_head_detection

These models are trained on deepghs/anime_head_detection and open-sourced real photos datasets.

So both anime and photos are supported.

Use this with dghs-realutils 

pip install dghs-realutils

from realutils.detect import detect_heads

print(detect_heads('yolo/solo.jpg'))
# [((162, 47, 305, 210), 'head', 0.7701659202575684)]
print(detect_heads('yolo/2girls.jpg'))
# [((683, 48, 1199, 754), 'head', 0.8410779237747192), ((105, 91, 570, 734), 'head', 0.8339194059371948)]
print(detect_heads('yolo/3+cosplay.jpg'))
# [((329, 194, 426, 309), 'head', 0.8123012781143188), ((359, 20, 448, 122), 'head', 0.8047150373458862), ((185, 81, 265, 166), 'head', 0.7797152996063232)]
print(detect_heads('yolo/multiple.jpg'))
# [((867, 259, 1084, 527), 'head', 0.8264595866203308), ((1364, 448, 1583, 724), 'head', 0.8254891633987427), ((480, 201, 781, 565), 'head', 0.8191508054733276), ((1189, 175, 1398, 412), 'head', 0.8097156286239624), ((1028, 671, 1277, 992), 'head', 0.8084591627120972)]

For more information, see documentation of realutils .

Model Type FLOPS Params F1 Score Threshold precision(B) recall(B) mAP50(B) mAP50-95(B) F1 Plot Confusion Labels
head_detect_v0_l_yv11 yolo 87.3G 25.3M 0.81 0.199 0.90226 0.72872 0.81049 0.5109 plot confusion head
head_detect_v0_m_yv11 yolo 68.2G 20.1M 0.8 0.206 0.89855 0.72654 0.80704 0.50804 plot confusion head
head_detect_v0_s_yv11 yolo 21.5G 9.43M 0.78 0.187 0.88726 0.69234 0.77518 0.47825 plot confusion head
head_detect_v0_n_yv11 yolo 6.44G 2.59M 0.74 0.14 0.87359 0.64011 0.73393 0.44118 plot confusion head
head_detect_v0_l yolo 165G 43.6M 0.81 0.234 0.89921 0.74092 0.81715 0.51615 plot confusion head
head_detect_v0_m yolo 79.1G 25.9M 0.8 0.228 0.90006 0.72646 0.80614 0.50586 plot confusion head
head_detect_v0_s yolo 28.6G 11.1M 0.78 0.182 0.89224 0.69382 0.77804 0.48067 plot confusion head
head_detect_v0_n yolo 8.19G 3.01M 0.74 0.172 0.8728 0.64823 0.73865 0.44501 plot confusion head

Runs of deepghs real_head_detection on huggingface.co

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More Information About real_head_detection huggingface.co Model

real_head_detection huggingface.co

real_head_detection huggingface.co is an AI model on huggingface.co that provides real_head_detection's model effect (), which can be used instantly with this deepghs real_head_detection model. huggingface.co supports a free trial of the real_head_detection model, and also provides paid use of the real_head_detection. Support call real_head_detection model through api, including Node.js, Python, http.

real_head_detection huggingface.co Url

https://huggingface.co/deepghs/real_head_detection

deepghs real_head_detection online free

real_head_detection huggingface.co is an online trial and call api platform, which integrates real_head_detection's modeling effects, including api services, and provides a free online trial of real_head_detection, you can try real_head_detection online for free by clicking the link below.

deepghs real_head_detection online free url in huggingface.co:

https://huggingface.co/deepghs/real_head_detection

real_head_detection install

real_head_detection is an open source model from GitHub that offers a free installation service, and any user can find real_head_detection on GitHub to install. At the same time, huggingface.co provides the effect of real_head_detection install, users can directly use real_head_detection installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

real_head_detection install url in huggingface.co:

https://huggingface.co/deepghs/real_head_detection

Url of real_head_detection

real_head_detection huggingface.co Url

Provider of real_head_detection huggingface.co

deepghs
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