Plant Classification-Image Denoising-1 August 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 25-APR-2022 Noisy Images Curse of Dimensionality Autoencoders Image Compression Denoising PyTorch 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
Nutrient Deficiency Classification-Random Data Augmentation-1 August 25, 2023 in Notebooks georginafinou@gmail.com Uploaded: 15-MAR-2022 Data Scarcity Overfitting Data Augmentation RandAugment Github Nbviewer Colab Read More
Plant Species Classification-Image Similarity-1 July 28, 2023 in Notebooks eden@edenlibrary.com Uploaded: 05-FEB-2022 Overconfidence Overfitting Universal Quality Image Index (UQI) Structural Similarity Index (SSIM) Mean Squared Error (MSE) Sewar Scikit-Image 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
Crop Images Scarcity-Data Augmentation-2 July 26, 2023 in Notebooks eden@edenlibrary.com Uploaded: 28-DEC-2021 Image Pre-processing Data Augmentation Weather Conditions Simulation Albumentations 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
Weeds Identification-Model Interpretability-1 July 26, 2023 in Notebooks eden@edenlibrary.com Uploaded: 15-AUG-2021 Image Classification Model Interpretability Transfer Learning Grad-CAM EfficientNet Tensorflow Github Nbviewer Colab Read More