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
Weeds Identification-Transfer Learning-6 July 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 29-JUN-2021 Image Classification Transfer Learning MobileNetV3 Data Augmentation Tensorflow Keras Github Nbviewer Colab Read More
Weeds Identification-Transfer Learning-5 July 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 01-JUN-2021 Image Classification Transfer Learning MobileNetV3 Tensorflow Keras Github Nbviewer Colab Read More
Weeds Identification-AutoML-3 July 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 21-APR-2021 Image Classification AutoML Bayesian Optimization ResNet Xception OpenCV AutoKeras Keras Github Nbviewer Colab Read More
Weeds Identification-Transfer Learning-3 July 25, 2023 in Notebooks eden@edenlibrary.com Uploaded: 15-MAR-2021 Image Classification Classifier Replacement Transfer Learning Keras OpenCV Scikit-learn Tensorflow 2 Github Nbviewer Colab Read More