Add files using upload-large-folder tool

DSADS/DSADS.json

@@ -0,0 +1,23 @@
+{
+    "label_dictionary": {
+        "0": ["sitting"],
+        "1": ["standing"],
+        "2": ["lying on back"],
+        "3": ["lying on right side"],
+        "4": ["ascending stairs"],
+        "5": ["descending stairs"],
+        "6": ["standing in an elevator still"],
+        "7": ["moving around in an elevator"],
+        "8": ["walking slowly"],
+        "9": ["walking on a treadmill in flat positions)"],
+        "10": ["walking on a treadmill in inclined positions)"],
+        "11": ["running on a treadmill fast"],
+        "12": ["exercising on a stepper"],
+        "13": ["exercising on a cross trainer"],
+        "14": ["cycling on an exercise bike in horizontal positions"],
+        "15": ["cycling on an exercise bike in vertical positions"],
+        "16": ["rowing"],
+        "17": ["jumping"],
+        "18": ["playing basketball"]
+    }
+}

DSADS/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:73d6f492df9690138d1a93114d719a03bcd542282417bf11586ffab8defce08e
+size 102600128

DSADS/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dc2a20eba0d47c71c289bffc6f325bc0f1baa225db55c671a5edbaf63fd72090
+size 307800128

DSADS/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:bc3305dbe73875a767fdd8de198a9c6ff1b8d3fe201c73d90df2c74b11133b22
+size 18368

DSADS/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4d19ca967147a8b3ef2c6866b479032bd49098c9a739eeac98154f6c1e3daa10
+size 54848

Harth/Harth.json

@@ -0,0 +1,16 @@
+{
+    "label_dictionary": {
+        "0": ["walking"],
+        "1": ["running"],
+        "2": ["shuffling"],
+        "3": ["stairs", "ascending"],
+        "4": ["stairs", "descending"],
+        "5": ["standing"],
+        "6": ["sitting"],
+        "7": ["lying"],
+        "8": ["cycling", "sitting"],
+        "9": ["cycling", "standing"],
+        "10": ["cycling", "sitting", "inactive"],
+        "11": ["cycling", "standing", "inactive"]
+    }
+}

MMAct/MMAct.json

@@ -0,0 +1,39 @@
+{
+    "label_dictionary": {
+        "0": ["pulling"],
+        "1": ["talking"],
+        "2": ["looking around"],
+        "3": ["fall"],
+        "4": ["walking"],
+        "5": ["running"],
+        "6": ["pushing"],
+        "7": ["waving hand"],
+        "8": ["standing"],
+        "9": ["setting down"],
+        "10": ["jumping"],
+        "11": ["entering"],
+        "12": ["loitering"],
+        "13": ["checking time"],
+        "14": ["exiting"],
+        "15": ["using phone"],
+        "16": ["transferring object"],
+        "17": ["pointing"],
+        "18": ["crouching"],
+        "19": ["opening"],
+        "20": ["picking up"],
+        "21": ["talking on phone"],
+        "22": ["closing"],
+        "23": ["kicking"],
+        "24": ["throwing"],
+        "25": ["carrying"],
+        "26": ["pocket in"],
+        "27": ["standing up"],
+        "28": ["pocket out"],
+        "29": ["sitting"],
+        "30": ["sitting down"],
+        "31": ["using pc"],
+        "32": ["drinking"],
+        "33": ["carrying light"],
+        "34": ["carrying heavy"]
+    }
+}

MMAct/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e075c08c47fb029bb41964dfc16b7101a32b1125ccb8c6e3db93a263ba561f20
+size 33696128

MMAct/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a87ce6eb5090725467cd785c0521d37c348bb501f483c840286ba340aa33b95a
+size 107478128

MMAct/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cb51d6edea256495ba6231a592ac2894493963b382379a20cd7f927e4ee325cc
+size 15104

MMAct/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:839c3bb777debbacd6db8e5c8cfe60c94a77069c7587a5f610274550d6d9dff3
+size 47896

Mhealth/Mhealth.json

@@ -0,0 +1,16 @@
+{
+    "label_dictionary": {
+        "0": ["standing", "still"],
+        "1": ["sitting", "relaxing"],
+        "2": ["lying", "down"],
+        "3": ["walking"],
+        "4": ["climbing", "stairs"],
+        "5": ["waist", "bends", "forward"],
+        "6": ["frontal", "elevation", "of", "arms"],
+        "7": ["knees", "bending", "crouching"],
+        "8": ["cycling"],
+        "9": ["jogging"],
+        "10": ["running"],
+        "11": ["jump", "front", "and", "back"]
+    }
+}

Mhealth/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b9babbc38451a4c0d26693a4e83e0f2b52d2d66315662302d3c333ac0081f808
+size 15088128

Mhealth/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c8ae6f575e9834622a0d2ff1433627826b4048119835fff6a9d6da361e037029
+size 37260128

Mhealth/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6e5bca2e5244217806982c7fc97271f2c441c215be4eb763e8178832006f37ae
+size 1440

Mhealth/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3af67f743741612edf89e62fdec76d7493182e498dd0303f2218dd5da3b6c8f8
+size 3368

MotionSense/MotionSense.json

@@ -0,0 +1,10 @@
+{
+    "label_dictionary": {
+        "0": ["downstairs"],
+        "1": ["jogging"],
+        "2": ["sit"],
+        "3": ["stand", "up"],
+        "4": ["upstairs"],
+        "5": ["walking"]
+    }
+}

Opp_g/Opp_g.json

@@ -0,0 +1,8 @@
+{
+    "label_dictionary": {
+        "0": ["stand"],
+        "1": ["walk"],
+        "2": ["sit"],
+        "3": ["lie"]
+    }
+}

Opp_g/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:873ccbcb1d5d997ec5685333a83519dd1c38c5b8e60e67690ae77c57bbdb8849
+size 67608128

Opp_g/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:396618eba3951e93ccc4d389b1b5c045521954181b350a371f9e8d2bac48336d
+size 441936128

Opp_g/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:830b5c0f66c10085894e7c3e7bd3918a93aa08c90105ff4605ad2d611ab6aace
+size 5136

Opp_g/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c77def4cebd7a4997ce527cf193df9990ffc569c1ca995261c80eabc0cf70dc9
+size 32864

PAMAP/PAMAP.json

@@ -0,0 +1,16 @@
+{
+    "label_dictionary": {
+        "0": ["lying"],
+        "1": ["sitting"],
+        "2": ["standing"],
+        "3": ["walking"],
+        "4": ["running"],
+        "5": ["cycling"],
+        "6": ["nordic", "walking"],
+        "7": ["ascending", "stairs"],
+        "8": ["descending", "stairs"],
+        "9": ["vacuum", "cleaning"],
+        "10": ["ironing"],
+        "11": ["rope", "jumping"]
+    }
+}

README.md

@@ -0,0 +1,45 @@
+---
+license: mit
+task_categories:
+  - time-series-classification
+tags:
+  - imu
+  - activity-recognition
+  - fitness
+  - deep-learning
+size_categories:
+  - 1M<n<10M
+---
+
+# gem-analysis-unimts
+
+UniMTS pretraining datasets for fitness action recognition
+
+## 数据集信息
+
+- **来源路径**: `datasets/unimts`
+- **数据大小**: 6.6 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-unimts",
+    repo_type="dataset",
+    local_dir="./datasets/unimts"
+)
+```
+
+或使用项目中的下载脚本:
+
+```bash
+python scripts/prepare_data.py --dataset unimts
+```
+
+## 许可证
+
+请参考原始数据源的许可证要求。

Shoaib/Shoaib.json

@@ -0,0 +1,11 @@
+{
+    "label_dictionary": {
+        "0": ["walking"],
+        "1": ["standing"],
+        "2": ["jogging"],
+        "3": ["sitting"],
+        "4": ["biking"],
+        "5": ["upstairs"],
+        "6": ["downstairs"]
+    }
+}

TNDA-HAR/TNDA-HAR.json

@@ -0,0 +1,12 @@
+{
+    "label_dictionary": {
+        "0": ["sitting"],
+        "1": ["standing"],
+        "2": ["lying down"],
+        "3": ["ascending stairs"],
+        "4": ["descending stairs"],
+        "5": ["riding"],
+        "6": ["walking"],
+        "7": ["jogging"]
+    }
+}

UCIHAR/UCIHAR.json

@@ -0,0 +1,10 @@
+{
+    "label_dictionary": {
+        "0": ["walk"],
+        "1": ["walk", "upstairs"],
+        "2": ["walk", "downstairs"],
+        "3": ["sit"],
+        "4": ["stand"],
+        "5": ["lay"]
+    }
+}

USCHAD/USCHAD.json

@@ -0,0 +1,16 @@
+{
+    "label_dictionary": {
+        "0": ["walk", "forward"],
+        "1": ["walk", "left"],
+        "2": ["walk", "right"],
+        "3": ["walk", "upstairs"],
+        "4": ["walk", "downstairs"],
+        "5": ["run", "forward"],
+        "6": ["jump", "up"],
+        "7": ["sit"],
+        "8": ["stand"],
+        "9": ["sleep"],
+        "10": ["elevator", "up"],
+        "11": ["elevator", "down"]
+    }
+}

USCHAD/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:00e307fe9ff4ac560340d6d215b767500fe1fe8a256c7ec86f61d87160cf7ba7
+size 40272128

USCHAD/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ce9b3c1ffa6c7972686a7079885059172a498dd26ac44b4336ee3714cb84d24
+size 67056128

USCHAD/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:db40ba04574dffaaf2a97516a5cbf78cf076b699c73e050ef5558c63d2c13d8c
+size 6840

USCHAD/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1b07990a6a7738577c6a53159cf20e6e16ac2877f7fd6b1062d0e62c2a236541
+size 11304

UTD-MHAD/UTD-MHAD.json

@@ -0,0 +1,32 @@
+{
+    "label_dictionary": {
+        "0": ["right arm swipe to the left"],
+        "1": ["right arm swipe to the right"],
+        "2": ["right hand wave"],
+        "3": ["two hand front clap"],
+        "4": ["right arm throw"],
+        "5": ["cross arms in the chest"],
+        "6": ["basketball shoot"],
+        "7": ["right hand draw x"],
+        "8": ["right hand draw circle (clockwise)"],
+        "9": ["right hand draw circle (counter clockwise)"],
+        "10": ["draw triangle"],
+        "11": ["bowling (right hand)"],
+        "12": ["front boxing"],
+        "13": ["baseball swing from right"],
+        "14": ["tennis right hand forehand swing"],
+        "15": ["arm curl (two arms)"],
+        "16": ["tennis serve"],
+        "17": ["two hand push"],
+        "18": ["right hand knock on door"],
+        "19": ["right hand catch an object"],
+        "20": ["right hand pick up and throw"],
+        "21": ["jogging in place"],
+        "22": ["walking in place"],
+        "23": ["sit to stand"],
+        "24": ["stand to sit"],
+        "25": ["forward lunge (left foot forward)"],
+        "26": ["squat (two arms stretch out)"]
+    }
+}
+

WISDM/WISDM.json

@@ -0,0 +1,22 @@
+{
+    "label_dictionary": {
+        "0": ["walking"],
+        "1": ["jogging"],
+        "2": ["stairs"],
+        "3": ["sitting"],
+        "4": ["standing"],
+        "5": ["typing"],
+        "6": ["brushing", "teeth"],
+        "7": ["eating", "soup"],
+        "8": ["eating", "chips"],
+        "9": ["eating", "pasta"],
+        "10": ["drinking", "cup"],
+        "11": ["eating", "sandwich"],
+        "12": ["kicking", "ball"],
+        "13": ["playing", "ball"],
+        "14": ["dribbling", "ball"],
+        "15": ["writing"],
+        "16": ["clapping"],
+        "17": ["folding", "clothes"]
+    }
+}

Wharf/Wharf.json

@@ -0,0 +1,18 @@
+{
+    "label_dictionary": {
+        "0": ["brush", "teeth"],
+        "1": ["climb", "stairs"],
+        "2": ["comb", "hair"],
+        "3": ["descend", "stairs"],
+        "4": ["drink", "glass"],
+        "5": ["eat", "meat"],
+        "6": ["eat", "soup"],
+        "7": ["get", "up", "bed"],
+        "8": ["lie", "down", "bed"],
+        "9": ["pour", "water"],
+        "10": ["sit", "down", "chair"],
+        "11": ["stand", "up", "chair"],
+        "12": ["use", "telephone"],
+        "13": ["walk"]
+    }
+}

few_shot_data_2/PAMAP_k=2.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2513547e1363abc8196ce32adee67dd964237aa5727e2f19da8bbb18196188f6
+size 3357

few_shot_data_2/TNDA-HAR_k=10.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5f7b989b857b1b9f59ccc325d841d3876b1880fd1d6719687c43691cf1f90c1
+size 2955

har70plus/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f169bcf77f622caa9d9822a30baa353b5431c596d544dd39335a6adb9c61a620
+size 21120128

har70plus/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e72d2ca9ce88bdef846c49a78d965b47aad4a2073a40c83bc96772051c00be6e
+size 62952128

har70plus/har70plus.json

@@ -0,0 +1,11 @@
+{
+    "label_dictionary": {
+        "0": ["walking"],
+        "1": ["shuffling"],
+        "2": ["stairs", "ascending"],
+        "3": ["stairs", "descending"],
+        "4": ["standing"],
+        "5": ["sitting"],
+        "6": ["lying"]
+    }
+}

har70plus/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:188d838f9ab1417569c22e852e4abc84db2c5a48cf34a06e1b2689264afae3ed
+size 7168

har70plus/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e7c0e50ea12c0f6dbd9194eb8623883dccfbc6d04950baedab0a558c5c89b338
+size 21112

realworld/X_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:34b1918efb11a5c7870cb72daf33e63f2a36de817c928447ff778ec3fa9d1ae2
+size 191520128

realworld/X_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5ad7572a62125fa0d3a3dbcb1d449c38a88e94308b72396ccfb9432c2264320e
+size 798504128

realworld/realworld.json

@@ -0,0 +1,12 @@
+{
+    "label_dictionary": {
+        "0": ["lying"],
+        "1": ["jumping"],
+        "2": ["standing"],
+        "3": ["walking"],
+        "4": ["sitting"],
+        "5": ["climbing down"],
+        "6": ["climbing up"],
+        "7": ["running"]
+    }
+}

realworld/y_test.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4240acf1e8326434fada33de305c844df646603daca23553b0dbae8aaff92717
+size 9248

realworld/y_train.npy

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d5dcf05fd3184cdee2e25b998d7dc73eb70928ebdb6f2bcdc450800368bfb8d6
+size 38152

ut-complex/ut-complex.json

@@ -0,0 +1,17 @@
+{
+    "label_dictionary": {
+        "0": ["walking"],
+        "1": ["standing"],
+        "2": ["jogging"],
+        "3": ["sitting"],
+        "4": ["biking"],
+        "5": ["upstairs"],
+        "6": ["downstairs"],
+        "7": ["typing"],
+        "8": ["writing"],
+        "9": ["drinking coffee"],
+        "10": ["giving a talk"],
+        "11": ["smoking"],
+        "12": ["eating"]
+    }
+}

w-HAR/w-HAR.json

@@ -0,0 +1,11 @@
+{
+    "label_dictionary": {
+        "0": ["walk"],
+        "1": ["sit"],
+        "2": ["stand"],
+        "3": ["jump"],
+        "4": ["lie", "down"],
+        "5": ["stairs", "up"],
+        "6": ["stairs", "down"]
+    }
+}