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在两个基准上评估:1.MPII human mutil-person dataset 2. COCO 2016 keypoints challenge dataset . 包含了不同场景、拥挤、遮挡、接触、比例变化。 3.1 MPII Multi-Person 使用参考论文22的工具包来测量基于PCKh阈值的所有身体部位的mAP.简单的说,准确率高,运行极快。 在全部测试集上,3种尺度(0.7,1,1.3),大...
🔟 Hyperpose 1️⃣1️⃣ Convolutional Pose Machines TensorFlow 1️⃣2️⃣ SuperGlue Pretrained Network 1️⃣3️⃣ Keras Realtime Multi-Person Pose Estimation 1️⃣4️⃣ Pose Estimation for Mobile💡 这些项目提供了从图像或视频中识别和分析人的姿态的功能,适用于各种应用场景。
Pytorch0.4.1_Realtime_Multi-Person_Pose_Estimation https://github.com/tracer9/Pytorch0.4.1_Openpose/blob/master/README.md#train-your-model-from-scratch 开源项目2 A PyTorch toolkit for 2D Human Pose Estimation. https://github.com/bearpaw/pytorch-pose 开源项目3 The PyTorch improved version of T...
Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose - ModelBunker/Lightweight-OpenPose-PyTorch
PyTorch Realtime Multi-Person Pose Estimation SphereFace: Deep Hypersphere Embedding for Face Recognition GANimation: Anatomically-aware Facial Animation from a Single Image Shufflenet V2 by Face++ with better results than paper Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach...
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields 实例分割 Mask R-CNN 生成对抗网络 Pix2pix CycleGAN TorchCV 的数据集 TorchCV 定义了你能在数据集子目录中查到的所有任务的数据格式。下面是一个用于训练语义分割的数据集目录树示例。你可以使用 datasets/seg/preprocess文件夹中的...
OpenPose: Realtime Multi-Person 2D Pose Estimation using Part Affinity Fields 物体检测 SSD Faster R-CNN YoloV3 FPN 语义分割 DeepLabV3 PSPNet DenseASPP 实例分割 Mask R-CNN PyTorchCV性能对比 物体检测 SSD:单窗多框检测器【SSD300,SSD512】
地址:https://github.com/tensorboy/pytorch_Realtime_Multi-Person_Pose_Estimation 6.PyTorch-value-iteration-networks:价值迭代网络(NIPS'16 论文)的 PyTorch 实现。 地址:https://github.com/onlytailei/PyTorch-value-iteration-networks 7.pytorch_Highway:基于 PyTorch 实现的高速公路网络。
Realtime_Multi-Person_Pose_Estimation : This is a pytorch version of Realtime_Multi-Person_Pose_Estimation, origin code is here . PyTorch-value-iteration-networks : PyTorch implementation of the Value Iteration Networks (NIPS '16) paper