Datasets:
Tasks:
Image Classification
Formats:
imagefolder
Languages:
English
Size:
1K - 10K
ArXiv:
DOI:
License:
Upload README.md with huggingface_hub
Browse files
README.md
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@@ -36,14 +36,15 @@ This dataset contains video frames collected at [The Wilds Conservation Center](
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The dataset consists of frames. Each frame is accompanied by annotations in COCO format, indicating the presence of animals and their bounding boxes within the images. The annotations were completed manually by the dataset curator using [CVAT](https://www.cvat.ai/) and [kabr-tools](https://github.com/Imageomics/kabr-tools).
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| Session | Date Collected | Size (pixels) | Total Frames | Species | Drone Model |
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| `session_1` | 2024-06-14 | 2720 x 1530 | 13,749 | African Painted Dog | DJI Mini |
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| `session_2` | 2024-04-18 | 4096 x 2160 | 4,053 | Persian Onanger | Parrot Anafi |
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| `session_3`| 2024-07-31 | 3840 x 2160 | 3,436 | Giraffe | Parrot Anafi |
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| `session_4` | 2024-07-31 | 4096 x 2160 | 506 | Grevy's Zebra | Parrot Anafi |
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| **Total Frames:** | | | **21,744** | | |
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This table shows the data collected at [The Wilds Conservation Center](https://www.thewilds.org/) in Ohio, USA, with session information, dates, frame counts, and primary species observed.
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The dataset is intended for use in training and evaluating computer vision models for animal detection and classification from drone imagery.
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### Data Fields
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**classes.txt**:
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- `0`:
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**frame_id.txt**:
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- `class`: Class of the object in the image (0 for animal species)
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The dataset consists of frames. Each frame is accompanied by annotations in COCO format, indicating the presence of animals and their bounding boxes within the images. The annotations were completed manually by the dataset curator using [CVAT](https://www.cvat.ai/) and [kabr-tools](https://github.com/Imageomics/kabr-tools).
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| Session | Date Collected | Size (pixels) | Total Frames | Species | Drone Model | Video IDs
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|---------|---------------|---------------|--------------|-------------------|----------------|----------------|
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| `session_1` | 2024-06-14 | 2720 x 1530 | 13,749 | African Painted Dog | DJI Mini | DJI_0034, DJI_0035 |
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| `session_2` | 2024-04-18 | 4096 x 2160 | 4,053 | Persian Onanger | Parrot Anafi | P0100010, P0110011,P0080008, P0090009, P0070007, P0160016, P0120012 |
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| `session_3`| 2024-07-31 | 3840 x 2160 | 3,436 | Giraffe | Parrot Anafi | P0140018, P0150019|
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| `session_4` | 2024-07-31 | 4096 x 2160 | 506 | Grevy's Zebra | Parrot Anafi | P0070010 |
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| **Total Frames:** | | | **21,744** | | |
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This table shows the data collected at [The Wilds Conservation Center](https://www.thewilds.org/) in Ohio, USA, with session information, dates, frame counts, and primary species observed.
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The dataset is intended for use in training and evaluating computer vision models for animal detection and classification from drone imagery.
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### Data Fields
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**classes.txt**:
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- `0`: zebra
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- `1`: giraffe
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- `2`: onager
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- `3`: dog
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**frame_id.txt**:
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- `class`: Class of the object in the image (0 for animal species)
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