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Roberto Del Prete's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autofocussar icon autofocussar

Machine Learning for Synthetic Aperture Radar Autofocus

awesome-sar icon awesome-sar

A curated list of awesome Synthetic Aperture Radar (SAR) software, libraries, and resources.

coanet icon coanet

CoANet: Connectivity Attention Network for Road Extraction From Satellite Imagery

coco-annotator icon coco-annotator

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

colossalai icon colossalai

Making big AI models cheaper, easier, and more scalable

deeplab2 icon deeplab2

DeepLab2 is a TensorFlow library for deep labeling, aiming to provide a unified and state-of-the-art TensorFlow codebase for dense pixel labeling tasks.

deeplearning4j icon deeplearning4j

Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

deepmind-research icon deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dsn icon dsn

Deep SAR-Net implementation

federnet icon federnet

Terrain Relative Navigation project for Msc Thesis

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