Agriculture
Crop
- Real-Time Corn Variety Recognition Using an Efficient DenXt Architecture with Lightweight Optimizations
- Enhancing rice yield prediction: a deep fusion model integrating ResNet50-LSTM with multi source data
- TDR-Model: Tomato Disease Recognition Based on Image Dehazing and Improved MobileNetV3 Model
- AI-Driven Plant Health Assessment: A Comparative Analysis of Inception V3, ResNet-50 and ViT with SHAP for Accurate Disease Identification in Taro
- Quantifying leaf symptoms of sorghum charcoal rot in images of field-grown plants using deep neural networks
- SFHG-YOLO: A Simple Real-Time Small-Object-Detection Method for Estimating Pineapple Yield from Unmanned Aerial Vehicles
- Quantitative Evaluation of Maize Emergence Using UAV Imagery and Deep Learning
- Cotton Weed-YOLO: A Lightweight and Highly Accurate Cotton Weed Identification Model for Precision Agriculture
Flower
- Identification of chrysanthemum using hyperspectral imaging based on few-shot class incremental learning
- Forecasting flower varieties and identifying impaired flower fields through image segmentation and neural networks
- Weed Detection in Lily Fields Using YOLOv7 Optimized by Chaotic Harris Hawks Algorithm for Underground Resource Competition
Tree
- Autonomous smart palm tree harvesting with deep learning-enabled date fruit type and maturity stage classification
- A Weakly Supervised Multimodal Deep Learning Approach for Large-Scale Tree Classification: A Case Study in Cyprus
- Automated and Enhanced Classification of Persea Americana using optimized Deep Convolutional Neural Networks with improved training strategies for Agro-Industrial Settings
- Phenotypic-Based Maturity Detection and Oil Content Prediction in Xiangling Walnuts
- FastQAFPN-YOLOv8s-Based Method for Rapid and Lightweight Detection of Walnut Unseparated Material
Aquaculture
- Multifeature extraction based MobileViTv3 model for fish feeding behavior recognition from video streaming
- DiffusionFR: Species Recognition of Fish in Blurry Scenarios via Diffusion and Attention