Giacomo Piccinini's repositories

chronopy

Python package to easily monitor execution time

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UnsupervisedImageSegmentation

Unsupervised Image Segmentation using PyTorch

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3D

Creation and manipulation of 3D reconstructions of depth maps

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Annotate

Set of tools for cropping and annotating images locally

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audio-graph

Compare the frequency spectra of two tracks

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audiosum

Summary of audios metadata, written in Rust

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metrify

Compute informedness, markedness and phi scores

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rush

Rust utilities replacing bash commands

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snippet-api

API for generating images of Python code snippets

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Spotilist

Find information on Spotify playlists of interest

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Classes

Collection of Classes

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CNN

Implementation of a convolutional neural network for regression and classification tasks

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Docker

Docker templates to be used in Deep Learning and Computer Vision applications

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FaceDetection

Face detection using dlib, for images, videos and stream. Blur faces and save results!

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FFmpeg

Repository with useful scripts for using FFmpeg

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focal-loss

PyTorch implementation of Focal Loss

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giacomo-website

My personal website, built with NextJS

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ImageProcessing

Tools for pure image processing without Deep Learning

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imagesum

Summary of images metadata, written in Rust

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rust-is-awesome

Curated list of Rust resources and examples🦀

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SiameseNetwork

Simple implementation of a Siamese Network

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StableDiffusion

Stable Diffusion image generation using different backends

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TorchUtilities

A few utilities functions when using PyTorch

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TransferLearning

Implementation of a Transfer Learning routine, to be used as a template.

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Utilities

Scripts for everyday use

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videosum

Summary of videos metadata, written in Rust

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Yolo8

Tweaking Ultralytics' Yolo8

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yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

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