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__key__
string | __url__
string | jpg
image |
|---|---|---|
images/n02089078-black-and-tan_coonhound/n02089078_4544 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1366 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2684 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2337 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1825 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4140 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_944 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3613 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2294 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1951 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3821 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1617 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2478 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_825 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2108 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1629 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3412 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2903 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3188 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2282 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_80 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3759 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_188 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3615 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1758 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4422 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1836 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_176 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3760 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_52 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_376 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_404 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3038 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4186 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2333 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4024 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_45 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1174 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3923 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_933 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_502 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2962 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_715 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3088 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1304 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_461 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_663 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_111 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1064 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2021 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2753 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3869 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2801 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2829 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_464 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_302 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2232 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4441 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2794 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4497 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2025 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2596 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3893 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2227 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_19 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_465 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4508 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1472 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3932 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2225 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4331 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2032 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1275 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2542 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3648 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1842 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_314 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1668 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_682 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1867 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_641 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_4466 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2957 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1245 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1735 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3081 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_324 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_456 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3532 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2174 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_2404 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_695 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1680 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3134 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3652 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1681 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_3914 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_1454 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz | |
images/n02089078-black-and-tan_coonhound/n02089078_482 | hf://datasets/stockeh/dog-pose-cv@5c57f03beba003aa658e7d17891470e0ee5b8c8d/data/images.tar.gz |
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Dataset Card for DogPoseCV
This dataset contains 20,578 images of dogs in various poses, labeled as standing, sitting, lying down, or undefined. It is intended for computer vision tasks to identify a dog's behavior from images.
Dataset Details
- Curated by: Jason Stock and Tom Cavey, Computer Science, Colorado State University
- Paper: arxiv.org/abs/2101.02380 (BibTeX)
- Repository: github.com/stockeh/canine-embedded-ml
The dataset is intended to be used to train computer vision models to identify a dog's pose/behavior (standing, sitting, lying down) from images. This can enable applications to automatically detect and respond to a dog's actions. The variety of dog breeds enables robust generalization for real-time inference of dog actions.
Dataset Structure
The dataset contains 20,578 RGB images of 120 dog breeds. Images are labeled as one of four classes:
- standing (4143 images)
- sitting (3038 images)
- lying down (7090 images)
- undefined (6307 images)
Images have varying resolutions, with 50% between 361x333 and 500x453 pixels.
Data Collection and Processing
This dataset is an adaption of from the Stanford Dog Dataset, relabeling dog breeds to their associated position. We manually labeled each image as standing, sitting, lying down, or undefined if the pose was indistinguishable, e.g., between two positions.
Bias, Risks, and Limitations
The dataset has a class imbalance, with nearly 2x as many "lying down" images compared to "sitting". Indistinguishable poses were labeled as "undefined", with most being close-up portraits. This may limit the ability to handle such images.
Recommendations: When using this dataset, be aware of the class imbalance and consider oversampling or augmentation techniques..
Citation
@article{stock2021s,
title={Who's a Good Boy? Reinforcing Canine Behavior in Real-Time using Machine Learning},
author={Stock, Jason and Cavey, Tom},
journal={arXiv preprint arXiv:2101.02380},
year={2021}
}
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