Code Monkey home page Code Monkey logo

👋🏻 I am a Machine Learning Research Scientist, Engineer at ETH Zurich. With a strong background on Statistics and half a decade of experience in training models.

🔥 Currently, I'm working on Efficient Machine Learning (QAT, Spiking Neuron Networks, Hardware-Aware Network Design). To this end, I interface a lot with hardware especially with Neuromorphic Chips (Sinabs, Lava, etc.) , GPUs, ASICs (IMX500, Coral, etc.) and FPGAs.

⏳ Previously, I worked on diffusion models, differentiable rendering, vision-language model to reconstruct and de-noise 3D point clouds from images. I also worked on conditional 3D scene generation architectures from scene graphs and designed my own graph transformer from scratch (back in 2021).

❤️ Passions : AI, walking, public speaking.

Pietro Bonazzi's Projects

20-website icon 20-website

Official website for Bonazzi law cabinet. https://studiolegalebonazzi.it

21-ubiquitous-computing icon 21-ubiquitous-computing

Projects using data from accelerometers, air pressure sensors, ECG, EEG, EMO and other sensory inputs.

22-datathlon icon 22-datathlon

AdobeAPI for pdf scraping, data augmentation using transformer.

jackals icon jackals

Enforcing typing on Panda Dataframes

pytorch3d icon pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

retina icon retina

Retina is an eye tracking method suitable for deployment on a neuromorphic system on chip.

rpg_ramnet icon rpg_ramnet

Code and datasets for the paper "Combining Events and Frames using Recurrent Asynchronous Multimodal Networks for Monocular Depth Prediction" (RA-L, 2021)

t-net icon t-net

UNOFFICIAL implementation of T-Net: A Resource-Constrained Tiny Convolutional Neural Network for Medical Image Segmentation

tinytracker icon tinytracker

[SENSOR 2023] TinyTracker is a highly efficient, fully quantized model for 2D gaze estimation designed to maximize the performance of the edge vision systems .

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.