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README.md

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+---
+license: mit
+task_categories:
+  - time-series-classification
+tags:
+  - imu
+  - activity-recognition
+  - fitness
+  - deep-learning
+size_categories:
+  - 1M<n<10M
+---
+
+# gem-analysis-pretrain
+
+UniMTS pretrain dataset built from HumanML3D
+
+## 数据集信息
+
+- **来源路径**: `datasets/pretrain`
+- **数据大小**: 6.4 GB
+- **用途**: 健身动作识别模型训练
+
+## 使用方法
+
+```python
+from huggingface_hub import snapshot_download
+
+# 下载数据集
+snapshot_download(
+    repo_id="yonful/gem-analysis-pretrain",
+    repo_type="dataset",
+    local_dir="./datasets/pretrain"
+)
+```
+
+或使用项目中的下载脚本:
+
+```bash
+python scripts/download_datasets.py --dataset pretrain
+```
+
+## 许可证
+
+请参考原始数据源的许可证要求。

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bvh/010618.bvh

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+HIERARCHY
+ROOT joint_0
+{
+	OFFSET 0.000000 0.936955 0.000000
+	CHANNELS 6 Xposition Yposition Zposition Zrotation Yrotation Xrotation 
+	JOINT joint_1
+	{
+		OFFSET 0.062228 -0.081819 -0.007583
+		CHANNELS 3 Zrotation Yrotation Xrotation
+		JOINT joint_2
+		{
+			OFFSET 0.039625 -0.391519 0.009043
+			CHANNELS 3 Zrotation Yrotation Xrotation
+			JOINT joint_3
+			{
+				OFFSET -0.071298 -0.426342 0.012129
+				CHANNELS 3 Zrotation Yrotation Xrotation
+				End Site
+				{
+					OFFSET 0.025541 -0.036436 0.136303
+				}
+			}
+		}
+	}
+	JOINT joint_5
+	{
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+		CHANNELS 3 Zrotation Yrotation Xrotation
+		JOINT joint_6
+		{
+			OFFSET -0.024468 -0.358191 0.152798
+			CHANNELS 3 Zrotation Yrotation Xrotation
+			JOINT joint_7
+			{
+				OFFSET -0.026868 -0.375856 -0.197946
+				CHANNELS 3 Zrotation Yrotation Xrotation
+				End Site
+				{
+					OFFSET -0.043316 -0.071263 0.123982
+				}
+			}
+		}
+	}
+	JOINT joint_9
+	{
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+		CHANNELS 3 Zrotation Yrotation Xrotation
+		JOINT joint_10
+		{
+			OFFSET 0.011452 0.142531 0.007565
+			CHANNELS 3 Zrotation Yrotation Xrotation
+			JOINT joint_11
+			{
+				OFFSET 0.004290 0.039327 0.041541
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+				JOINT joint_12
+				{
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+					CHANNELS 3 Zrotation Yrotation Xrotation
+					End Site
+					{
+						OFFSET -0.005761 0.090204 0.049469
+					}
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+				JOINT joint_14
+				{
+					OFFSET 0.079323 0.112203 -0.004582
+					CHANNELS 3 Zrotation Yrotation Xrotation
+					JOINT joint_15
+					{
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+						JOINT joint_16
+						{
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+							CHANNELS 3 Zrotation Yrotation Xrotation
+							End Site
+							{
+								OFFSET -0.162521 -0.003747 0.210559
+							}
+						}
+					}
+				}
+				JOINT joint_18
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bvh/M003147.bvh

@@ -0,0 +1,169 @@
+HIERARCHY
+ROOT joint_0
+{
+	OFFSET 0.000000 0.939823 0.000000
+	CHANNELS 6 Xposition Yposition Zposition Zrotation Yrotation Xrotation 
+	JOINT joint_1
+	{
+		OFFSET 0.061702 -0.082426 0.004801
+		CHANNELS 3 Zrotation Yrotation Xrotation
+		JOINT joint_2
+		{
+			OFFSET 0.100904 -0.373025 -0.074900
+			CHANNELS 3 Zrotation Yrotation Xrotation
+			JOINT joint_3
+			{
+				OFFSET 0.042682 -0.430308 -0.003442
+				CHANNELS 3 Zrotation Yrotation Xrotation
+				End Site
+				{
+					OFFSET 0.033885 -0.038746 0.133824
+				}
+			}
+		}
+	}
+	JOINT joint_5
+	{
+		OFFSET -0.071087 -0.083527 -0.006657
+		CHANNELS 3 Zrotation Yrotation Xrotation
+		JOINT joint_6
+		{
+			OFFSET -0.082828 -0.373624 -0.076100
+			CHANNELS 3 Zrotation Yrotation Xrotation
+			JOINT joint_7
+			{
+				OFFSET -0.015891 -0.425200 0.011186
+				CHANNELS 3 Zrotation Yrotation Xrotation
+				End Site
+				{
+					OFFSET -0.067981 -0.048377 0.123953
+				}
+			}
+		}
+	}
+	JOINT joint_9
+	{
+		OFFSET 0.008213 0.126553 -0.035029
+		CHANNELS 3 Zrotation Yrotation Xrotation
+		JOINT joint_10
+		{
+			OFFSET 0.002536 0.142742 0.011033
+			CHANNELS 3 Zrotation Yrotation Xrotation
+			JOINT joint_11
+			{
+				OFFSET 0.001920 0.046619 0.033372
+				CHANNELS 3 Zrotation Yrotation Xrotation
+				JOINT joint_12
+				{
+					OFFSET 0.009032 0.213271 -0.050523
+					CHANNELS 3 Zrotation Yrotation Xrotation
+					End Site
+					{
+						OFFSET 0.002877 0.079138 0.065924
+					}
+				}
+				JOINT joint_14
+				{
+					OFFSET 0.073696 0.107764 -0.043111
+					CHANNELS 3 Zrotation Yrotation Xrotation
+					JOINT joint_15
+					{
+						OFFSET 0.131406 0.001454 -0.007246
+						CHANNELS 3 Zrotation Yrotation Xrotation
+						JOINT joint_16
+						{
+							OFFSET 0.046614 -0.252522 0.005126
+							CHANNELS 3 Zrotation Yrotation Xrotation
+							End Site
+							{
+								OFFSET 0.078244 -0.242335 0.076900
+							}
+						}
+					}
+				}
+				JOINT joint_18
+				{
+					OFFSET -0.071210 0.119964 -0.033111
+					CHANNELS 3 Zrotation Yrotation Xrotation
+					JOINT joint_19
+					{
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+						CHANNELS 3 Zrotation Yrotation Xrotation
+						JOINT joint_20
+						{
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+							CHANNELS 3 Zrotation Yrotation Xrotation
+							End Site
+							{
+								OFFSET -0.109647 -0.238739 0.061763
+							}
+						}
+					}
+				}
+			}
+		}
+	}
+}
+MOTION
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