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Open Datasets
Animals Detection Images Dataset
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Animals Detection Images Dataset

Dataset of images extracted from Google Open Images V6+ for animal detection. Ideal for training computer vision models in animal recognition and tracking.

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Size

Approximately 58,100 annotated images for object detection, various formats (JPEG, PNG)

Licence

CC0: Public Domain

Description

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The dataset Animals Detection Images Dataset contains over 58,000 annotated images from Google Open Images V6+. These images represent various animal species, accompanied by annotations for object detection. This dataset is designed to train computer vision models in order to detect and locate animals in natural scenes.

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What is this dataset for?

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  • Train animal detection models in a variety of images
  • Improving wildlife surveillance and conservation systems
  • Testing and evaluating computer vision algorithms on real data

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Can it be enriched or improved?

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Yes, it is possible to add additional annotations such as semantic segmentation, finer classification, or to integrate contextual metadata (location, environmental conditions). Existing annotations can also be checked and corrected for greater accuracy.

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🔎 In summary

Criterion Evaluation
🧩 Ease of use⭐⭐⭐⭐⭐ (Easy, well-structured annotations)
🧼 Need for cleaning⭐⭐⭐⭐⭐ (Low, high-quality data)
🏷️ Annotation richness⭐⭐⭐⭐✩ (Good level for object detection)
📜 Commercial license⚖️ Yes (CC0)
👨‍💻 Beginner friendly🌟 Suitable for beginners and advanced users
🔁 Fine-tuning ready🎯 Very suitable for transfer learning
🌍 Cultural diversity🌐 Wide diversity of species and natural environments

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🧠 Recommended for

  • Computer vision researchers
  • AI developers
  • Wildlife conservation

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🔧 Compatible tools

  • TensorFlow
  • PyTorch
  • Detectron2
  • YOLO
  • OpenCV

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💡 Tip

Combine this dataset with other specialized databases to increase the robustness of the models.

Frequently Asked Questions

Does this dataset contain annotations for animal locations?

Yes, it is annotated for object detection with location (bounding boxes).

Can this dataset be used for semantic segmentation?

Not directly, but it is possible to enrich the annotations for segmentation.

What is the approximate size of the dataset?

Approximately 58,100 annotated images taken from Google Open Images V6+.

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