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





Saturday, August 21, 2021

📑 Neural Networks for Classification of Drawings & Photo Images

🌐   DL_PP8_0_SMC.html

📑 Deep Learning. Practice Project 8_0:
Neural Networks for Classification of Drawings & Photo Images

✒️ Code Modules, Helpful Functions, & Settings




✒️ Pictogram's Data Loading


✒️ Pictogram Selecting


✒️ CIFAR's Data Loading


✒️ Mixed Data



✒️ NN Classification of Colored Images




Friday, August 13, 2021

📑 TensorFlow Workout 03. Recognizing Keywords

🌐   tensorflow_03.html

📑 TensorFlow Workout 03

Code Modules


File Processing




Data Representation





Data H5Storing





📑 TFHub Models & Style Transfer

🌐   style_transfer_selfies.html

Style Transfer for Paintings, Patterns, Symbols, & Selfies with TFHub Models.

✒️   Modules & Settings


✒️   Data Loading



✒️   TFHub Usage


✒️   Animation