Plant Identification-Patch Extraction-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 10-MAY-2023 Image Classification Long-range depende Patch Extraction Tensorflow Github Nbviewer Colab Read More
Plant Identification-Supervised Contrastive Learning-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 22-JAN-2023 Image Classification Label Efficiency Contrastive Learning Pre-training Tensorflow Keras Github Nbviewer Colab Read More
Crop Identification-Knowledge Distillation-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 22-DIC-2022 Image Classification Edge Devices Deployment Knowledge Distillation Teacher-Student Training Tensorflow Keras Github Nbviewer Colab Read More
Weeds Identification-Cyclical Learning Rate-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 4-JUL-2022 Image Classification Cyclical Learning Rate Tensorflow Keras Tensorflow-addons Github Nbviewer Colab Read More
Plant Classification-Multiple Learning Rates-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 20-MAY-2022 Overfitting Multiple Learning Rates Tensorflow Keras Tensorflow-addons Github Nbviewer Colab Read More
Nutrient Deficiency Classification-Gradient Centralization-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 05-APR-2022 Weights Optimization Vanishing Gradient Problem Slow Training Gradient Centralization RandAugment Tensorflow Keras Github Nbviewer Colab Read More
Crop Classification-Label Smoothing-1 July 26, 2023 in Notebooks eden@edenlibrary.com Uploaded: 15-JAN-2022 Overconfidence Overfitting Label Smoothing Tensorflow Keras Github Nbviewer Colab Read More
Nutrient Deficiency Classification-Optimizer Comparison-2 July 26, 2023 in Notebooks eden@edenlibrary.com Uploaded: 10-NOV-2021 Image Classification Data Augmentation Hyperparameter Tuning Tensorflow Github Nbviewer Colab Read More
Nutrient Deficiency Classification-Optimizer Comparison-1 July 26, 2023 in Notebooks eden@edenlibrary.com Uploaded: 30-OCT-2021 Image Classification Data Augmentation Hyperparameter Tuning Tensorflow Github Nbviewer Colab Read More
Plant Identification-Denoising-1 July 26, 2023 in Notebooks eden@edenlibrary.com Uploaded: 25-AUG-2021 Noisy Images Curse of Dimensionality Autoencoders Denoising Image Compression Tensorflow Github Nbviewer Colab Read More