OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
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Introduction
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Computer Vision
Review of MobileNet
Published:
Study of MobileNet and basic information and coding of Cov2d, Forward propagation, BN, Quantized, etc…
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning
Published:
Review of paper named ‘Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning’
YOLACT++
Published:
Review of paper named YOLACT++: Better Real-time Instance Segmentation
PoseFlow: Efficient Online Pose Tracking
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Basically estimation and tracking is easy terminology by understanding definition of respective keywords. Additionally, in a viewpoint of each results, both may same exactly although have different meaning. There are two methods of tracking human pose, one is top-down, the other is bottom-up. In my comprehension estimation is usually used in an image and tracking is used in a video.
Instance Segmentation
YOLACT++
Published:
Review of paper named YOLACT++: Better Real-time Instance Segmentation
MobileNet
Review of MobileNet
Published:
Study of MobileNet and basic information and coding of Cov2d, Forward propagation, BN, Quantized, etc…
MovNect
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning
Published:
Review of paper named ‘Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning’
Object Tracking
PoseFlow: Efficient Online Pose Tracking
Published:
Basically estimation and tracking is easy terminology by understanding definition of respective keywords. Additionally, in a viewpoint of each results, both may same exactly although have different meaning. There are two methods of tracking human pose, one is top-down, the other is bottom-up. In my comprehension estimation is usually used in an image and tracking is used in a video.
Paper
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Published:
Introduction
Review of MobileNet
Published:
Study of MobileNet and basic information and coding of Cov2d, Forward propagation, BN, Quantized, etc…
Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning
Published:
Review of paper named ‘Lightweight 3D Human Pose Estimation Network Training Using Teacher-Student Learning’
YOLACT++
Published:
Review of paper named YOLACT++: Better Real-time Instance Segmentation
PoseFlow: Efficient Online Pose Tracking
Published:
Basically estimation and tracking is easy terminology by understanding definition of respective keywords. Additionally, in a viewpoint of each results, both may same exactly although have different meaning. There are two methods of tracking human pose, one is top-down, the other is bottom-up. In my comprehension estimation is usually used in an image and tracking is used in a video.
Pose Estimation
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields
Published:
Introduction
Real Time
YOLACT++
Published:
Review of paper named YOLACT++: Better Real-time Instance Segmentation
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