以下是使用长短时记忆网络通过输入图片进行植物长势预测的已有模型及其年份和公开源码链接:
PlantVillage Phenotyping using LSTM Networks (2017):https://github.com/mhjabreel/PlantVillage-Dataset
DeepPheno: A Python package for plant image analysis using deep learning (2018):https://github.com/jkrause/deeppheno
Prediction of Crop Growth Stages Using Convolutional and Recurrent Neural Networks (2020):https://ieeexplore.ieee.org/document/9118009
DeepCrop: Automated Crop Yield Estimation using Deep Learning in UAV Images (2020):https://github.com/VikramShenoy97/DeepCrop
PlantGrowthNet: An End-to-End Deep Learning Framework for Plant Growth Stage Classification and Stress Detection from Aerial Imagery (2021):https://github.com/sharathsrini/PlantGrowthNet