Hosni Boughanmi's repositories
CS5242_2021
Neural Networks and Deep Learning, NUS CS5242, 2021
DA-100JA-Analyzing-Data-with-Power-BI
DA-100: Power BI
data-engineer-roadmap
Roadmap to becoming a data engineer in 2021
Deep-Learning-Paper-Review-and-Practice
꼼꼼한 딥러닝 논문 리뷰와 코드 실습
DeepLearning.AI-TensorFlow-Developer-Course
DeepLearning.AI TensorFlow Developer Professional Certificate -Coursera
dlaicourse
Notebooks for learning deep learning
e-osvos
Implementation of "Make One-Shot Video Object Segmentation Efficient Again” and the semi-supervised fine-tuning "e-OSVOS" approach (NeurIPS 2020).
elektronn3
A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data
Getting-Things-Done-with-Pytorch
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
image-segmentation-keras
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
keras-unet-collection
The Tensorflow, Keras implementation of U-net, V-net, U-net++, R2U-net, Attention U-net, ResUnet-a, U^2-Net, and UNET 3+ with optional ImageNet-trained backbones.
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Medical-Transformer
Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation"
ml-basics
Exercise notebooks for Machine Learning modules on Microsoft Learn
ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
models
Models and examples built with TensorFlow
OpenLabeling
Label images and video for Computer Vision applications
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
pytorch_segmentation
Semantic segmentation models, datasets and losses implemented in PyTorch.
rvos
RVOS: End-to-End Recurrent Network for Video Object Segmentation (CVPR 2019)
segmentation_models
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
Transformers
Transformers and related deep network architectures are summarized and implemented here.
unet
unet for image segmentation
UNetPlusPlus
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018