datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Pumpkin-Maturity-Grading-Dataset
Pumpkin Maturity Grading Dataset
The current agricultural industry faces challenges in quality control of crops, especially in judging the maturity of pumpkins. Traditional methods often rely on manual identification, which is inefficient and prone to errors. Although existing image recognition technology has made some progress, there is a lack of high-quality datasets specifically targeted at pumpkin maturity. This dataset aims to improve the accuracy of maturity assessment for… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Pumpkin-Maturity-Grading-Dataset.Raspberry-Variety-Classification-Dataset
Raspberry Variety Classification Dataset
The current agricultural industry faces challenges in managing the diversity of crop types, especially in raspberry cultivation and variety identification. Existing solutions often rely on manual identification, which is inefficient and prone to errors. This dataset aims to address the issue of low accuracy in variety classification by providing high-quality raspberry images, meeting the needs of intelligent agriculture. The dataset structure… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Raspberry-Variety-Classification-Dataset.Pesticide-Spraying-Scene-Classification-Dataset
Pesticide Spraying Scene Classification Dataset
The current agricultural industry faces challenges such as low spraying efficiency and environmental pollution, especially during large-scale farmland spraying. Traditional methods rely on manual operations, which can lead to pesticide waste and uneven spraying. Existing solutions often lack efficient image recognition technology and cannot monitor spraying effectiveness and crop conditions in real-time. This dataset aims to support… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Pesticide-Spraying-Scene-Classification-Dataset.Asparagus-Identification-Dataset
Asparagus Identification Dataset
The current agricultural industry faces challenges in efficient crop monitoring and recognition. Traditional manual detection methods are inefficient and prone to errors. Existing solutions often rely on empirical judgment without scientific model support. This dataset aims to provide diverse asparagus images to help train automatic recognition models, improving the accuracy and efficiency of crop monitoring. The dataset includes images of asparagus… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Asparagus-Identification-Dataset.Experiment-Design-Sketch-Image-Classification-Dataset
Experiment Design Sketch Image Classification Dataset
In the field of industrial manufacturing, the design process often relies on a large number of design sketches that need to be quickly converted into actual engineering designs during the subsequent manufacturing stages. However, manually processing these sketches is often time-consuming and prone to errors, currently relying mainly on manual labeling and conversion by designers, which is inefficient and unstable. Existing… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Experiment-Design-Sketch-Image-Classification-Dataset.Papaya-Tree-Recognition-Dataset
Papaya Tree Recognition Dataset
The current agricultural sector faces issues of low efficiency in crop recognition and management, especially against the backdrop of the growing development of smart agriculture. Traditional manual recognition methods are unable to meet the rapidly changing needs. Existing solutions often rely on image data from a single environment, lacking diversity and universality, which leads to poor model generalization. The Papaya Tree Recognition Dataset aims… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Papaya-Tree-Recognition-Dataset.Field-Pumpkin-Recognition-Dataset
Field Pumpkin Recognition Dataset
The current agriculture industry faces challenges such as low efficiency in crop recognition and difficulty in pest monitoring. Existing solutions often rely on manual identification, which is inefficient and prone to errors. This dataset aims to support the training of machine learning models by providing high-quality pumpkin image data, enhancing the accuracy and speed of pumpkin recognition. Data is primarily collected in the field using… See the full description on the dataset page: https://huggingface.co/datasets/Mobiusi/Field-Pumpkin-Recognition-Dataset.