IEEE

Defect Diagnosis of Photovoltaic Module Visible Light Images Under Imbalanced Sample Conditions

Abstract: To address the issues of high miss and false detection rates in defect detection of PV (photovoltaic) module visible light images under imbalanced data conditions, an improved data ...
IEEE

Convolution Neural Network (CNN) Architectures Analysis for Photovoltaic (PV) Module Defect Images Classification

Abstract: Photovoltaic (PV) module is the medium to convert solar energy to electrical energy. The existence of defects in the PV module will affect the system's efficiency to generate electricity. In ...
GitHub

running_on_jetson_nano.md

Detailed guide on deploying trained models on NVIDIA Jetson using TensorRT and DeepStream SDK. Optimize the inference performance on Jetson with Ultralytics. TensorRT, NVIDIA Jetson, DeepStream SDK, ...
GitHub

pytorch_hub_model_loading.md

Detailed guide on loading YOLOv5 from PyTorch Hub. Includes examples & tips on inference settings, multi-GPU inference, training and more. Ultralytics, YOLOv5, PyTorch, loading YOLOv5, PyTorch Hub, ...