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--- |
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language: |
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- en |
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license: cc-by-nc-nd-4.0 |
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task_categories: |
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- image-to-image |
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- image-classification |
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- object-detection |
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tags: |
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- code |
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dataset_info: |
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features: |
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- name: id |
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dtype: int32 |
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- name: image |
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dtype: image |
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- name: mask |
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dtype: image |
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- name: bboxes |
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dtype: string |
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splits: |
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- name: train |
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num_bytes: 5428811 |
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num_examples: 27 |
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download_size: 5391503 |
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dataset_size: 5428811 |
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--- |
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# Pigs Object Detection dataset |
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The dataset is a collection of images along with corresponding bounding box annotations that are specifically curated for **detecting pigs' heads** in images. The dataset covers different *pig breeds, sizes, and orientations*, providing a comprehensive representation of pig appearances. |
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# 💴 For Commercial Usage: To discuss your requirements, learn about the price and buy the dataset, leave a request on **[TrainingData](https://trainingdata.pro/datasets/pigs-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=pigs-detection-dataset)** to buy the dataset |
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The pig detection dataset provides a valuable resource for researchers working on pig detection tasks. It offers a diverse collection of annotated images, allowing for comprehensive algorithm development, evaluation, and benchmarking, ultimately aiding in the development of accurate and robust models. |
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# Dataset structure |
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- **images** - contains of original images of pigs |
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- **boxes** - includes bounding box labeling for the original images |
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- **annotations.xml** - contains coordinates of the bounding boxes and labels, created for the original photo |
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# Data Format |
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Each image from `images` folder is accompanied by an XML-annotation in the `annotations.xml` file indicating the coordinates of the bounding boxes for pigs detection. For each point, the x and y coordinates are provided. |
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# Pig Detection might be made in accordance with your requirements. |
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# 💴 Buy the Dataset: This is just an example of the data. Leave a request on **[https://trainingdata.pro/datasets](https://trainingdata.pro/datasets/pigs-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=pigs-detection-dataset)** to discuss your requirements, learn about the price and buy the dataset |
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## **[TrainingData](https://trainingdata.pro/datasets/pigs-detection?utm_source=huggingface&utm_medium=cpc&utm_campaign=pigs-detection-dataset)** provides high-quality data annotation tailored to your needs |
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More datasets in TrainingData's Kaggle account: **https://www.kaggle.com/trainingdatapro/datasets** |
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TrainingData's GitHub: **https://github.com/Trainingdata-datamarket/TrainingData_All_datasets** |
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*keywords: farm animal, animal recognition, farm animal detection, image-based recognition, farmers, “on-farm” data, pig detection, pig images dataset, object detection, deep learning, computer vision, animal contacts, images dataset, agriculture, multiple animal pose estimation, feeding behavior, farming, bounding boxes* |
