Plant Identification-Supervised Contrastive Learning-1August 25, 2023in Notebookseden@edenlibrary.com Uploaded: 22-JAN-2023 Image ClassificationLabel Efficiency Contrastive LearningPre-training TensorflowKeras Github Nbviewer Colab Read More
Crop Identification-Knowledge Distillation-1August 25, 2023in Notebookseden@edenlibrary.com Uploaded: 22-DIC-2022 Image ClassificationEdge Devices Deployment Knowledge DistillationTeacher-Student Training TensorflowKeras Github Nbviewer Colab Read More
Weeds Identification-Cyclical Learning Rate-1August 25, 2023in Notebookseden@edenlibrary.com Uploaded: 4-JUL-2022 Image Classification Cyclical Learning Rate TensorflowKerasTensorflow-addons Github Nbviewer Colab Read More
Plant Classification-Multiple Learning Rates-1August 25, 2023in Notebookseden@edenlibrary.com Uploaded: 20-MAY-2022 Overfitting Multiple Learning Rates TensorflowKerasTensorflow-addons Github Nbviewer Colab Read More
Nutrient Deficiency Classification-Gradient Centralization-1August 25, 2023in Notebookseden@edenlibrary.com Uploaded: 05-APR-2022 Weights OptimizationVanishing Gradient ProblemSlow Training Gradient Centralization RandAugmentTensorflowKeras Github Nbviewer Colab Read More
Crop Classification-Label Smoothing-1July 26, 2023in Notebookseden@edenlibrary.com Uploaded: 15-JAN-2022 OverconfidenceOverfitting Label Smoothing TensorflowKeras Github Nbviewer Colab Read More
Weeds Identification-Transfer Learning-6July 25, 2023in Notebookseden@edenlibrary.com Uploaded: 29-JUN-2021 Image Classification Transfer LearningMobileNetV3Data Augmentation TensorflowKeras Github Nbviewer Colab Read More
Weeds Identification-Transfer Learning-5July 25, 2023in Notebookseden@edenlibrary.com Uploaded: 01-JUN-2021 Image Classification Transfer LearningMobileNetV3 TensorflowKeras Github Nbviewer Colab Read More
Weeds Identification-AutoML-3July 25, 2023in Notebookseden@edenlibrary.com Uploaded: 21-APR-2021 Image Classification AutoMLBayesian OptimizationResNetXception OpenCVAutoKerasKeras Github Nbviewer Colab Read More
Weeds Identification-Transfer Learning-3July 25, 2023in Notebookseden@edenlibrary.com Uploaded: 15-MAR-2021 Image Classification Classifier ReplacementTransfer Learning KerasOpenCVScikit-learnTensorflow 2 Github Nbviewer Colab Read More