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-colorFrom: red -colorTo: blue +title: RF-Behavior gallery +emoji: 📡 +colorFrom: blue +colorTo: gray sdk: static +app_file: index.html pinned: false +license: mit +short_description: Figures of the RF-Behavior dataset, made by its own readers --- -Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference +# RF-Behavior gallery + +A static page with figures of the [RF-Behavior dataset](https://huggingface.co/datasets/Si-Z/RF-Behavior): +one participant per campaign, every class, repetition 01, every modality and view. +The figures were made by the reader scripts of the dataset (`scripts//read_vis.py`) +with `build_gallery.py` (in the companion repository). The page holds figures only, no data. + +Paper: *RF-Behavior: A Multimodal Radio-Frequency Dataset for Human Behavior and +Emotion Analysis*, [arXiv:2511.06020](https://arxiv.org/abs/2511.06020). +Page and scripts: MIT license. 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sha256:bd23cfc9fbf8b63109bd65fa6079932dd1b4540921b90445205f3247298ff8c8 +size 191740 diff --git a/index.html b/index.html index b0c4b3666032a737f3903db53e6a8a9272483e28..328298ea208dfc5f69a3f95183ce1b6791cf7f1f 100644 --- a/index.html +++ b/index.html @@ -1,19 +1,149 @@ - - - - - - My static Space - - - -
-

Welcome to your static Space!

-

You can modify this app directly by editing index.html in the Files and versions tab.

-

- Also don't forget to check the - Spaces documentation. -

-
- + + + + + +RF-Behavior gallery + + + + +
+

RF-Behavior gallery

+

Figures of the RF-Behavior + dataset, drawn by its own reader scripts. 44 participants, 21 gestures, 10 activities, 6 sentiment + expressions; 13 mmWave radars, LoRa, RFID, infrared motion capture, IMUs. This gallery shows one + participant per campaign, every class, repetition 01. + Paper: arXiv:2511.06020.

+ +
+ + + + + + +
+ +
+ +
+
+
+ +

The figures come from scripts/<Modality>/read_vis.py of the dataset + (MIT license). Data: CC BY-NC-SA 4.0, academic research only. The interactive explorer (any trial, any + window) is the Gradio app in the dataset's companion repository.

+
+ + diff --git a/manifest.json b/manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff17c6ee106e0353a32e6e7280e708e735c3068c --- /dev/null +++ b/manifest.json @@ -0,0 +1,8535 @@ +{ + "environment": "Lab", + "views": { + "radar": [ + "trial: detected points of each radar in time", + "animation: the point cloud in the room, changing in time (3-D GIF; takes some seconds)", + "points: all points of the window in the room, top, front, and side view (colour = time)" + ], + "lora": [ + "trial: the three features and a spectrogram", + "gallery: this repetition of every class of this participant", + "repetitions: every repetition of this class by this participant" + ], + "rfid": [ + "motion: which tags move, and when", + "raw: reads, RSSI, and phase of each tag" + ], + "mocap": [ + "motion: which rigid bodies move, and when", + "skeleton: stick figure at several moments" + ], + "imu": [ + "motion: which sensors turn, and when", + "raw: the three axes of each measure", + "processed: smoothed and z-normalized" + ] + }, + "modality_label": { + "radar": "Radar (13 mmWave radars)", + "lora": "LoRa", + "rfid": "RFID (tags on the arms)", + "mocap": "Infrared cameras (motion capture)", + "imu": "IMU (body-worn)" + }, + "trials": [ + { + "campaign": "C1", + "campaign_name": "gestures", + "user": "U01", + "cls": "M01", + "class_name": "lateral raise", + "rep": "01", + "facts": [ + [ + "Reference time", + "2025-07-10T16:14:33.080+03:00" + ], + [ + "Ceiling radars", + "3 m high" + ], + [ + "Radar", + "11 files, 2.128 s, 1267 points; missing radars: 0, 1" + ], + [ + "LoRa", + "3 feature files, 3.795 s" + ], + [ + "RFID", + "123 reads, 2.453 s" + ], + [ + "Motion capture", + "3.08 s; rigid bodies in the file: Chest, LeftArm, RightArm" + ] + ], + "modalities": [ + "radar", + "lora", + "rfid", + "mocap" + ] + }, + { + "campaign": "C1", + "campaign_name": "gestures", + "user": "U01", + "cls": "M02", + "class_name": "push down", + "rep": "01", + "facts": [ + [ + "Reference time", + "2025-07-10T16:17:07.540+03:00" + ], + [ + "Ceiling radars", + "3 m high" + ], + [ + "Radar", + "13 files, 2.033 s, 1445 points; missing radars: none" + ], + [ + "LoRa", + "3 feature files, 3.8 s" + ], + [ + "RFID", + "115 reads, 2.605 s" + ], + [ + "Motion capture", + "3.17 s; rigid bodies in the file: Chest, LeftArm, RightArm" + ] + ], + "modalities": [ + "radar", + "lora", + "rfid", + "mocap" + ] + }, + { + "campaign": "C1", + "campaign_name": "gestures", + "user": "U01", + "cls": "M03", + "class_name": "lift", + "rep": "01", + "facts": [ + [ + "Reference time", + "2025-07-10T16:19:15.418+03:00" + ], + [ + "Ceiling radars", + "3 m high" + ], + [ + "Radar", + "13 files, 2.197 s, 1731 points; missing radars: none" + ], + [ + "LoRa", + "3 feature files, 3.74 s" + ], + [ + "RFID", + "109 reads, 2.73 s" + ], + [ + "Motion capture", + "3.07 s; rigid bodies in the file: Chest, LeftArm, RightArm" + ] + ], + "modalities": [ + "radar", + "lora", + "rfid", + "mocap" + ] + }, + { + "campaign": "C1", + "campaign_name": "gestures", + "user": "U01", + "cls": "M04", + "class_name": "pull", + "rep": "01", + "facts": [ + [ + "Reference time", + "2025-07-10T16:21:58.317+03:00" + ], + [ + "Ceiling radars", + "3 m high" + ], + [ + "Radar", + "11 files, 1.635 s, 996 points; missing radars: 0, 1" + ], + [ + "LoRa", + "3 feature files, 3.13 s" + ], + [ + "RFID", + "86 reads, 1.668 s" + ], + [ + "Motion capture", + "2.4 s; rigid bodies in the file: Chest, LeftArm, RightArm" + ] + ], + "modalities": [ + "radar", + "lora", + "rfid", + "mocap" + ] + }, + { + "campaign": "C1", + "campaign_name": "gestures", + "user": "U01", + "cls": "M05", + "class_name": "push", + "rep": "01", + "facts": [ + [ + "Reference time", + "2025-07-10T16:24:29.197+03:00" + ], + [ + "Ceiling radars", + "3 m high" + ], + [ + "Radar", + "12 files, 1.752 s, 1062 points; 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