gennaro-farina/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

About

• 👋 Hi, I’m @Gennaro-Farina

• 👀 I’m a developer interested in Artificial Intelligence, Machine Learning, Computer Vision, NLP and algorithms in general

• 📫 How to reach me: LinkedIn

• Working experiences:

  👉Click here to expand/collapse👈

  Company name/affiliation	Sub-division	Tags
  Almawave (current)	Cognitive solutions	Natural Language Processing, AI
  Capgemini Engineering	Advanced Signal Processing and Cognitive Computing	Algorithms, Computer Vision, Clustering, Optimization, AI
  Università degli Studi di Napoli Parthenope	Computer Science department	Database class tutor, SQL, PL/SQL, NoSQL
  Consorzio Interuniversitario Nazionale per l’Informatica		Image Processing, Computer Vision

• 🎓 Education
  
  • Universities (M.Sc and B.Sc): UniSa and UniParthenope
  • High School: Istituto Tecnico Industriale Enrico Medi
• ☕ preferred languages: Python, MATLAB, C++, Java
  • I've worked with: PL/SQL, SQL, Swift, C, CUDA C, MaxMSP (Max8), SWI-PROLOG, LaTeX, ASM68000, ASMx86
  • I've worked on: Amazon Web Services Cloud, Google Cloud Platform, Windows, Linux, MAC, Arduino, Intel Galileo, Raspberry Pi, NVidia Jetson, UDOO

Description:

On this Github you will find only a few projects publicly accessible. Other projects are in private repositories, my intention is to work on them a bit and step by step make them public.

Some repositories

Personal

Some extra work projects.

Personal project - the reason I'm using github for personal projects as well:
During my undergraduate years, I never seriously considered version control tools, even having explored them. I saw them as a useless waste of time, being the only contributor. Now I find myself with folders that although organized contain dozens of versions of my software projects, finding the latest version is proving to be an NP-Complete problem. This is why just before entering the professional world I started using version control systems. Here are some links:

Description	Link
An implementation of DiffEdit method for diffusion generated masks and inpainting	https://github.com/Gennaro-Farina/DiffEdit
A SIR model applied to SARS-CoV-2 (Covid-19) realtime pandemic data	https://github.com/Gennaro-Farina/SARS-COV2019
A driving assistant for on-board side activities, with vocal command recognition and rasperry-arduino communications	https://github.com/Gennaro-Farina/Carina-Car-Assistant

Coursera

Side repositories containing: personal notes, solutions to exercises and other resources.

👉Click here to expand/collapse👈

Here are some side repository and personal notes on some online courses:

⚠️ If the links don't work: I'm working on the unreachable repos to make them public(they are currently private) !

Description	Link to repository	Link to original course	Provider	Kind
DeepLearning.ai TF Developer specialization	https://github.com/Gennaro-Farina/GF_DLAI_TFdeveloper	https://www.coursera.org/professional-certificates/tensorflow-in-practice	DeepLearning.ai	Specialization
Natural Language Processing with Sequence Models	https://github.com/Gennaro-Farina/GF_Coursera_NLP_with_seqModels	https://www.coursera.org/learn/sequence-models-in-nlp?specialization=natural-language-processing	DeepLearning.ai	Course
Machine learning with Python	https://github.com/Gennaro-Farina/Coursera-IBM-ML-course	https://www.coursera.org/learn/machine-learning-with-python	IBM	Course

Collaborations

I'm searching for collaborations, for small side-projects also, to work on in my spare time. I would prefer tasks on computer vision/AI, especially the ones concerning healt-care, automotive and other cool areas, but I also evaluate other topics. Feel free to reach out on LinkedIn.