Monday, August 30, 2021

📑 Processing & Classification of Horse Breeds` Images

🌐   DL_PP5_0_SMC.html
🌐   breed_recognition2.ipynb

📑 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



📑 TensorFlow Hub Models

🌐   DL_PP6_1_SMC.html

📑 Deep Learning. Practice Project 6_1:
TensorFlow Hub Models

✒️ Code Modules, Helpful Functions, & Settings


✒️ Image Data


✒️ Model Functions


✒️ Model Training


✒️ Model Evaluation


📑 Processing & Classification of Tomato Cultivars` Images

🌐   DL_PP6_0_SMC.html

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

✒️ Code Modules, Helpful Functions, & Settings


✒️ Data Loading


✒️ Data Processing



✒️ Sklearn



✒️ Keras



✒️ PyTorch





Sunday, August 29, 2021

📑 Exercises with White Flowers` Images

🌐   DL_PP7_1_SMC.html

📑 Deep Learning. Practice Project 7_1:
Exercises with White Flowers` Images

✒️ Code Modules, Helpful Functions, & Settings



✒️ Data Loading


✒️ Data Processing


✒️ Super Resolution



✒️ OpenCV Image Manipulations




✒️ TensorFlow Image Manipulations


Tuesday, August 24, 2021

📑 Simple Neural Networks for Image Classification

🌐   DL_PP7_0_SMC.html

📑 Deep Learning. Practice Project 7_0:
Simple Neural Networks for Image Classification

✒️ Code Modules, Helpful Functions, & Settings


✒️ Data Loading


✒️ Data Processing


✒️ Keras Models




📑 Exercises with Drawing Images

🌐   DL_PP8_2_SMC.html

📑 Deep Learning. Practice Project 8_2:
Exercises with Drawing Images

✒️ Code Modules, Helpful Functions, & Settings





✒️ Data Loading & Processing


✒️ Color Interpolation


✒️ Style Transfer


✒️ Object Recognition


✒️ Super Resolution


Sunday, August 22, 2021

📑 Exercises with Adversarial Regularization

🌐   DL_PP8_1_SMC.html

📑 Deep Learning. Practice Project 8_1:
Exercises with Adversarial Regularization

✒️ Code Modules, Helpful Functions, & Settings





✒️ Data Loading & Processing



✒️ Models with Adversarial Regularization => CNN