Deep Learning Projects

Deep Learning projects used with students in the educational process

Deep Learning - TensorFlow fundamentals - an educational project in Romanian to get acquainted with the basic terms regarding tensors using the TensorFlow library in the Google Colab environment (details...)

Deep Learning - MLP in classification and regression problems - an educational project in Romanian to get acquainted with the concept of Multi-Layered Perceptron Neural Networks (MLP) and with the mechanism of their use in classification and regression tasks using the TensorFlow library (details...)

Computer Vision - CNN and TensorFlow - an educational project in Romanian to get acquainted with the concept of Convolutional Neural Networks (CNN) and with the mechanism of their use in image processing (Computer Vision) using the TensorFlow library (details...)

Transfer Learning - features extration and fine tuning - an educational project in Romanian to get acquainted with the Transfer Learning mechanism, as well as with the algorithm for implementing its stages of feature extraction and fine tuning on example of image processing tasks (Computer Vision) using the TensorFlow library (details...)

Natural Language Processing (NLP) - RNN and TensorFlow - an educational project in Romanian to get acquainted with the concept of Recurrent Neural Networks (RNN) and with the mechanism of their use in Natural Language Processing (NLP) using the TensorFlow library (details...)