Ibrahim Sobh
Object-Detection
In this tutorial, you will perform inference across 10 well-known pre-trained object detectors and fine-tune on a custom dataset. Design and train your own object detector.
imageclassification
Deep Learning: Image classification, feature visualization and transfer learning with Keras
Practical-DRL
This is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/Practical-DRL/
Segmentation
In this tutorial, you will perform inference across 10 well-known pre-trained semantic segmentors and fine-tune on a custom dataset. Design and train your own segmentor.
see-inside-cnn
Going deeper into Deep CNNs through visualization methods: Saliency maps, optimize a random input image and deep dreaming with Keras
Transformers
Transformers and related deep network architectures are summarized and implemented here.
kaggle-COVID19-Classification
COVID-19 is an infectious disease. The current outbreak was officially recognized as a pandemic by the World Health Organization (WHO) on 11 March 2020. X-ray machines are widely available and provide...
llms
Large Language Models: In this repository Language models are introduced covering both theoretical and practical aspects.
kaggle-Flower-Classification-TPUs
TPUs are powerful hardware accelerators specialized in deep learning tasks, now available on Kaggle. https://ibrahimsobh.github.io/kaggle-Flower-Classification-TPUs/