Datasets:
Duplicate from TaatiTeam/SynPAIN
Browse filesCo-authored-by: Muhammad Muzammil <mmzml@users.noreply.huggingface.co>
This view is limited to 50 files because it contains too many changes. See raw diff
- .gitattributes +59 -0
- README.md +27 -0
- SynPain/Images/1000012790_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000013970_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000016120_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000016140_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000017500_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000019760_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000020260_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000020490_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000020580_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000020600_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000020630_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000020760_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000021400_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000022250_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000022260_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000023570_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000024060_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000024400_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000024590_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000024670_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000024990_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000025340_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000026030_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000026470_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000026730_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000026870_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000027090_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000027230_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000027280_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000027630_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000028820_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000028870_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000028980_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000030130_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000030380_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000030790_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000030910_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000031180_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000031320_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000031560_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000031580_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000031900_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000032150_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000032220_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000032500_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000032570_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000032640_NoPain_man_Young.jpg +3 -0
- SynPain/Images/1000032800_NoPain_man_Young.jpg +3 -0
.gitattributes
ADDED
|
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
*.7z filter=lfs diff=lfs merge=lfs -text
|
| 2 |
+
*.arrow filter=lfs diff=lfs merge=lfs -text
|
| 3 |
+
*.bin filter=lfs diff=lfs merge=lfs -text
|
| 4 |
+
*.bz2 filter=lfs diff=lfs merge=lfs -text
|
| 5 |
+
*.ckpt filter=lfs diff=lfs merge=lfs -text
|
| 6 |
+
*.ftz filter=lfs diff=lfs merge=lfs -text
|
| 7 |
+
*.gz filter=lfs diff=lfs merge=lfs -text
|
| 8 |
+
*.h5 filter=lfs diff=lfs merge=lfs -text
|
| 9 |
+
*.joblib filter=lfs diff=lfs merge=lfs -text
|
| 10 |
+
*.lfs.* filter=lfs diff=lfs merge=lfs -text
|
| 11 |
+
*.lz4 filter=lfs diff=lfs merge=lfs -text
|
| 12 |
+
*.mds filter=lfs diff=lfs merge=lfs -text
|
| 13 |
+
*.mlmodel filter=lfs diff=lfs merge=lfs -text
|
| 14 |
+
*.model filter=lfs diff=lfs merge=lfs -text
|
| 15 |
+
*.msgpack filter=lfs diff=lfs merge=lfs -text
|
| 16 |
+
*.npy filter=lfs diff=lfs merge=lfs -text
|
| 17 |
+
*.npz filter=lfs diff=lfs merge=lfs -text
|
| 18 |
+
*.onnx filter=lfs diff=lfs merge=lfs -text
|
| 19 |
+
*.ot filter=lfs diff=lfs merge=lfs -text
|
| 20 |
+
*.parquet filter=lfs diff=lfs merge=lfs -text
|
| 21 |
+
*.pb filter=lfs diff=lfs merge=lfs -text
|
| 22 |
+
*.pickle filter=lfs diff=lfs merge=lfs -text
|
| 23 |
+
*.pkl filter=lfs diff=lfs merge=lfs -text
|
| 24 |
+
*.pt filter=lfs diff=lfs merge=lfs -text
|
| 25 |
+
*.pth filter=lfs diff=lfs merge=lfs -text
|
| 26 |
+
*.rar filter=lfs diff=lfs merge=lfs -text
|
| 27 |
+
*.safetensors filter=lfs diff=lfs merge=lfs -text
|
| 28 |
+
saved_model/**/* filter=lfs diff=lfs merge=lfs -text
|
| 29 |
+
*.tar.* filter=lfs diff=lfs merge=lfs -text
|
| 30 |
+
*.tar filter=lfs diff=lfs merge=lfs -text
|
| 31 |
+
*.tflite filter=lfs diff=lfs merge=lfs -text
|
| 32 |
+
*.tgz filter=lfs diff=lfs merge=lfs -text
|
| 33 |
+
*.wasm filter=lfs diff=lfs merge=lfs -text
|
| 34 |
+
*.xz filter=lfs diff=lfs merge=lfs -text
|
| 35 |
+
*.zip filter=lfs diff=lfs merge=lfs -text
|
| 36 |
+
*.zst filter=lfs diff=lfs merge=lfs -text
|
| 37 |
+
*tfevents* filter=lfs diff=lfs merge=lfs -text
|
| 38 |
+
# Audio files - uncompressed
|
| 39 |
+
*.pcm filter=lfs diff=lfs merge=lfs -text
|
| 40 |
+
*.sam filter=lfs diff=lfs merge=lfs -text
|
| 41 |
+
*.raw filter=lfs diff=lfs merge=lfs -text
|
| 42 |
+
# Audio files - compressed
|
| 43 |
+
*.aac filter=lfs diff=lfs merge=lfs -text
|
| 44 |
+
*.flac filter=lfs diff=lfs merge=lfs -text
|
| 45 |
+
*.mp3 filter=lfs diff=lfs merge=lfs -text
|
| 46 |
+
*.ogg filter=lfs diff=lfs merge=lfs -text
|
| 47 |
+
*.wav filter=lfs diff=lfs merge=lfs -text
|
| 48 |
+
# Image files - uncompressed
|
| 49 |
+
*.bmp filter=lfs diff=lfs merge=lfs -text
|
| 50 |
+
*.gif filter=lfs diff=lfs merge=lfs -text
|
| 51 |
+
*.png filter=lfs diff=lfs merge=lfs -text
|
| 52 |
+
*.tiff filter=lfs diff=lfs merge=lfs -text
|
| 53 |
+
# Image files - compressed
|
| 54 |
+
*.jpg filter=lfs diff=lfs merge=lfs -text
|
| 55 |
+
*.jpeg filter=lfs diff=lfs merge=lfs -text
|
| 56 |
+
*.webp filter=lfs diff=lfs merge=lfs -text
|
| 57 |
+
# Video files - compressed
|
| 58 |
+
*.mp4 filter=lfs diff=lfs merge=lfs -text
|
| 59 |
+
*.webm filter=lfs diff=lfs merge=lfs -text
|
README.md
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
---
|
| 2 |
+
license: mit
|
| 3 |
+
tags:
|
| 4 |
+
- synthetic
|
| 5 |
+
- image
|
| 6 |
+
- video
|
| 7 |
+
size_categories:
|
| 8 |
+
- 1K<n<10K
|
| 9 |
+
language:
|
| 10 |
+
- en
|
| 11 |
+
---
|
| 12 |
+
|
| 13 |
+
<h1>SynPAIN Dataset</h1>
|
| 14 |
+
<p>SynPAIN is a publicly available synthetic dataset to support pairwise pain detection models for older adults with dementia. It contains 10,710 facial expression images (5,355 neutral/expressive pairs) across five ethnicities/races, representing two age groups (young: 20-35, old: 75+), both genders, and two expression types (pain and non-pain). It also includes five-second, 24 fps videos transitioning from a neutral to an expressive face for 40 identities, representing one combination from each ethnicity/race, gender, expression type, and age group.</p>
|
| 15 |
+
|
| 16 |
+
<h2>☰ Dataset Contents</h2>
|
| 17 |
+
<p>SynPAIN consists of the following:</p>
|
| 18 |
+
<ol>
|
| 19 |
+
<li>SynPain.txt: A txt file explaining the data structure and filename format.<\li>
|
| 20 |
+
<li>SynPain_folds.txt: A txt file providing the folds that were used for the "within-dataset experiments" (Section IV of the SynPAIN paper)
|
| 21 |
+
<li>Images: A directory that contains 5,355 images (for each pair of neutral and expressive faces)<\li>
|
| 22 |
+
<li>Videos: A directory that contains 40 videos, and for each video, the images they're based on<\li>
|
| 23 |
+
</ol>
|
| 24 |
+
|
| 25 |
+
<h2>📝 Citation</h2>
|
| 26 |
+
<p>If you use SynPAIN in your research, please cite the SynPAIN paper:</p>
|
| 27 |
+
<p>[To be provided]</p>
|
SynPain/Images/1000012790_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000013970_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000016120_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000016140_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000017500_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000019760_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000020260_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000020490_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000020580_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000020600_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000020630_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000020760_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000021400_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000022250_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000022260_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000023570_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000024060_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000024400_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000024590_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000024670_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000024990_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000025340_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000026030_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000026470_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000026730_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000026870_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000027090_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000027230_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000027280_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000027630_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000028820_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000028870_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000028980_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000030130_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000030380_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000030790_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000030910_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000031180_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000031320_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000031560_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000031580_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000031900_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000032150_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000032220_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000032500_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000032570_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000032640_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|
SynPain/Images/1000032800_NoPain_man_Young.jpg
ADDED
|
Git LFS Details
|