Showing posts with label pytorch. Show all posts
Showing posts with label pytorch. Show all posts

Monday, August 30, 2021

πŸ“‘ Processing & Classification of Horse Breeds` Images

🌐   DL_PP5_0_SMC.html
🌐   breed_recognition2.ipynb

πŸ“‘ Deep Learning. Practice Project 5_0:
Processing & Classification of Horse Breeds` Images

✒️ Code Modules, Helpful Functions, & Settings


✒️ Data Loading


✒️ Data Processing



✒️ Keras





✒️ PyTorch





✒️ Models` Predictions



πŸ“‘ Processing & Classification of Tomato Cultivars` Images

🌐   DL_PP6_0_SMC.html

πŸ“‘ Deep Learning. Practice Project 6_0:
Processing & Classification of Tomato Cultivars` Images

✒️ Code Modules, Helpful Functions, & Settings


✒️ Data Loading


✒️ Data Processing



✒️ Sklearn



✒️ Keras



✒️ PyTorch





Tuesday, August 24, 2021

πŸ“‘ Simple Neural Networks for Image Classification

🌐   DL_PP7_0_SMC.html

πŸ“‘ Deep Learning. Practice Project 7_0:
Simple Neural Networks for Image Classification

✒️ Code Modules, Helpful Functions, & Settings


✒️ Data Loading


✒️ Data Processing


✒️ Keras Models




Thursday, August 12, 2021

πŸ“‘ Pytorch Workout 02

pytorch_02.html

πŸ“‘ Pytorch Workout 02

Code Modules


Data Loading




Data Processing



An Example of Convolutional Conditional Variational Autoencoder



Model Training


Reconstruction


Generating


πŸ“‘ Pytorch Workout 01

pytorch_01.html

πŸ“‘ Pytorch Workout 01

Code Modules


Image Data


Data Loaders



Model Building




Model Training


Model Evaluation