YoloGestureWeights

Kedreamix/YoloGestureWeights

YoloGestureWeights is a machine learning model from Kedreamix. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as openrail.

存放最新的手势识别的训练权重包括yolov4tiny 模型权重分别包含phi为0,1,2,3的四种模型以及yolov4模型的权重

Downloads · 30 days

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Public

Updated Apr 22, 2023

Repo size

608 MB

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Public

Hugging Face

Repo makeup

Click a slice to open those files.

.pth608 MB · 100%

At a glance

License: openrail
Access: Public
Created: Apr 22, 2023
Updated: Apr 22, 2023
SHA: a8ff2e3b

Model card

From the Hugging Face model README

存放最新的手势识别的训练权重包括yolov4tiny 模型权重分别包含phi为0,1,2,3的四种模型以及yolov4模型的权重

Streamlit在线服务器体验网址： https://kedreamix-yologesture.streamlit.app/

HuggingFace在线服务器体验网址：https://huggingface.co/spaces/Kedreamix/YoloGesture

训练数据集	权值文件名称	迭代次数	Batch-size	图片shape	平均准确率	mAP 0.5	fps
Gesture v1	yolo4_gesture_weights.pth	150	4->8	256x256	61.65	51.66
Gesture v2	yolo4tiny_gesture_SE.pth	100	64->32	416x416	83.6	95.18	76.08
Gesture v2	yolo4tiny_gesture_CBAM.pth	100	64->32	416x416	89.35	98.85	70.01
Gesture v2	yolo4tiny_gesture_ECA.pth	100	64->32	416x416	88.37	96.26	77.19
Gesture v2	yolo4tiny_gesture.pth	100	64->32	416x416	87.01	95.86	81.81
Gesture v2	yolo4_gesture_weightsv2.pth	100	4->8	256x256	84.51	90.77	24.21
Gesture v3	yolov4_tiny.pth	150	64->32	416x416	75.05	91.30
Gesture v3	yolov4_SE.pth	150	64->32	416x416	78.06	90.13
Gesture v3	yolov4_CBAM.pth	150	64->32	416x416	91.09	94.97
Gesture v3	yolov4_ECA.pth	150	64->32	416x416	94.58	83.24
Gesture v3	yolov4_weights_ep150_416.pth	150	64->32	416x416	95.145	98.35
Gesture v3	yolov4_weights_ep150_608.pth	150	64->32	608x608	93.64	97.23

License: openrail
Created: Apr 22, 2023
Updated: Apr 22, 2023