OpenFARM
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Toward expert models for Animal Welfare Assessment • 9 items • Updated • 1
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Sheep Facial Expression Benchmark
Prepared OpenFARM sheep facial-expression benchmark data from the public Mendeley Data record 10.17632/y5sm4smnfr.5.
Source
- Source dataset: https://data.mendeley.com/datasets/y5sm4smnfr
- Source DOI:
10.17632/y5sm4smnfr.5 - Related paper DOI:
10.1016/j.compag.2020.105528 - License: CC BY 4.0
Splits
{
"train": 172,
"test": 74,
"train_raw": 898,
"test_raw": 225
}
train and test are filtered/balanced views for benchmark and training use. train_raw and test_raw preserve the natural source class distribution.
Processing Notes
- Blur score is the variance of the Laplacian.
- The cleaned views use
BLUR_THRESHOLD=2.5. - Exact perceptual duplicate removal by label is
False. - Rows are source-shaped image records. Prompts, instructions, and env-specific context are rendered by OpenFARM environments.
Caveat
The source labels are normal/no-pain vs abnormal/pain facial-expression proxy labels from public images. Treat them as a visual pain-expression benchmark, not a full clinical pain diagnosis dataset.
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