Plant Identification-Patch Extraction-1August 25, 2023in Notebookseden@edenlibrary.com Uploaded: 10-MAY-2023 Image ClassificationLong-range depende Patch Extraction Tensorflow Github Nbviewer Colab Read More
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
Nutrient Deficiency Classification-Optimizer Comparison-2July 26, 2023in Notebookseden@edenlibrary.com Uploaded: 10-NOV-2021 Image Classification Data AugmentationHyperparameter Tuning Tensorflow Github Nbviewer Colab Read More
Nutrient Deficiency Classification-Optimizer Comparison-1July 26, 2023in Notebookseden@edenlibrary.com Uploaded: 30-OCT-2021 Image Classification Data AugmentationHyperparameter Tuning Tensorflow Github Nbviewer Colab Read More
Plant Identification-Denoising-1July 26, 2023in Notebookseden@edenlibrary.com Uploaded: 25-AUG-2021 Noisy ImagesCurse of Dimensionality AutoencodersDenoisingImage Compression Tensorflow Github Nbviewer Colab Read More