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RatnambarBaghel/adaption-crop-disease-leaf-images

This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform. adaption-crop_disease_leaf_images This dataset contains image-based samples for identifying various crop diseases affecting plants such as apples, corn, tomatoes, and rice. Each entry consists of a prompt requesting disease identification and a completion specifying the diagnosed condition, including healthy states. The data is formatted as prompt-completion pairs suitable for… See the full description on the dataset page: https://huggingface.co/datasets/RatnambarBaghel/adaption-crop-disease-leaf-images.

sourceHugging Faceupdated 2mo agoView on Hugging Face
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This dataset is a remastered version of this dataset prepared using Adaption's Adaptive Data platform.

adaption-cropdiseaseleaf_images

This dataset contains image-based samples for identifying various crop diseases affecting plants such as apples, corn, tomatoes, and rice. Each entry consists of a prompt requesting disease identification and a completion specifying the diagnosed condition, including healthy states. The data is formatted as prompt-completion pairs suitable for training machine learning models in agricultural disease detection.

Dataset size

There are 9,488 data points in this dataset. This is an instruction tuning dataset.

Quality of Remastered Dataset

The final quality is C, with a relative quality improvement of 30.0%.

Domain

  • —Agriculture (98%)
  • —Science (2%)

Language

  • —English (100%)

Tone

  • —Informative (100%)

Evaluation Results

  • —Quality Gains: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/2cddb7e3-2379-436e-a3e6-45b840fc1b61.png" alt="QualityGains" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Grade Improvement: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/67f84e0f-a85d-4b31-9fba-95fd3c486cfb.png" alt="Grade" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />
  • —Percentile Chart: <img src="https://proteus-prod-public.s3.us-east-1.amazonaws.com/temp/2779fe32-9812-45f0-b928-bca757013ed6.png" alt="Percentile Chart" style="max-width: 50%; display: block; margin-left: auto; margin-right: auto;" />