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Dataset Description
iPheno-120K is a comprehensive agricultural image dataset derived from both publicly available sources and manually collected real-world samples. The dataset is characterized by high ecological authenticity and task diversity. Specifically, iPheno-120K covers four representative tasks: pest and disease detection, ripeness assessment, freshness evaluation, and crop object detection. It comprises nearly 40 major crop types with more than 70,000 original images, further augmented by a 120K Visual Question Answering (VQA) dataset generated for training based on these images.
Tasks:
- Pest and Disease Detection: Identifying pests and diseases affecting crops.
- Ripeness Assessment: Evaluating the ripeness of crops.
- Freshness Evaluation: Assessing the freshness of crops based on visual cues.
- Crop Object Detection: Detecting and identifying various crop objects in images.
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