SimCMF: A Simple Cross-modal Fine-tuning Strategy from Vision Foundation Models to Any Imaging Modality

Foundation Models fine-tuning tutorial at 2024 GFM workshop @ DLR (Munich)

18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

Pytorch implementation of "An intriguing failing of convolutional neural networks and the CoordConv solution" - https://arxiv.org/abs/1807.03247

Python code (in the form of Jupyter ipython notebooks) to support the book "Math and Architectures of Deep Learning" (Krishnendu Chaudhury with Ananya Ashok, Sujay Narumanchi, Devashish Shankar).

Dual Attention Network for Scene Segmentation (CVPR2019)

IMS-Toucan is a toolkit to train state-of-the-art Speech Synthesis models. Everything is pure Python and PyTorch based to keep it as simple and beginner-friendly, yet powerful as possible.

Computational Modelling of Social Systems

Automated object remover Inpainter is a project that combines Semantic segmentation and EdgeConnect architectures with minor changes in order to remove specified object/s from list of 20 objects fr…

Simple tool to split COCO annotations into train/test datasets.

Deforming kernels to adapt towards object deformation. To appear in ICLR 2020.

The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI

A network for irregular text recognition.

Project for Connectionist Temporal Classification with Maximum Entropy Regularization.

Optimization Algorithm: convex optimization; numerical optimization

Using synthetic data in combination with Deep Learning, to determine if a system can be made that will be able to recognise and classify correctly real traffic signs.

TensorFlow Tutorials with YouTube Videos

Some implementations of algorithms for blur detection in JPEGs

Learn OpenCV : C++ and Python Examples

A complete daily plan for studying to become a Google software engineer.

A fingerprint recognition software using Discrete Wavelet Transformation (DWT)

Minimalist code necessary for using porting C++ functions/classes using OpenCV (3.0) Mat as arguments directly (w/o explicit conversions) to python.

Use face detect and math operations to find the kernel of blurred direction. This project can detect and crop face, deblurred and restoration photo automatically.

Code for the book "Mastering OpenCV with Practical Computer Vision Projects" by Packt Publishing 2012.