Griffin McCauleyinAnalytics VidhyaBoosting Image Captioning Model PerformanceHow to modify your encoder, attention mechanism, and decoder to increase model capacity and produce better results. Additional discussion…Apr 17, 2021Apr 17, 2021
Griffin McCauleyinAnalytics VidhyaExploring and Implementing a Contemporary CNN+LSTM Image Captioning ModelAdditional topics include managing massive datasets and reconstructing complex models developed by others.Apr 12, 2021Apr 12, 2021
Griffin McCauleyinAnalytics VidhyaDeep Learning for Molecular TranslationHow neural networks can be used to help convert molecular structure diagrams into their corresponding International Chemical Identifier…Apr 5, 2021Apr 5, 2021
Griffin McCauleyinAnalytics VidhyaThe Conclusion to Classifying Cassava Leaf Diseases Using Convolutional Neural NetworksHow data augmentation, increased image resolution, and model ensembling can all lead to meaningful boosts in test accuracy.Mar 21, 2021Mar 21, 2021
Griffin McCauleyinAnalytics VidhyaDeveloping a Deep Learning Pipeline for Classifying Cassava Leaf DiseasesAn exploration into the components of an effective CNN model: from data extraction and cleaning to transfer learning and architectural…Mar 14, 2021Mar 14, 2021
Griffin McCauleyCassava Leaf Disease Classification Using Convolutional Neural NetworksHow the solution to low cassava crop yields due to disease may be rooted in novel deep learning techniques.Feb 22, 20211Feb 22, 20211
Griffin McCauleyBenford’s Law: First Digit Analysis and Its Applications to the WorldSetting the StageNov 25, 2020Nov 25, 2020
