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Alex Pasquali's Projects

autoencoders icon autoencoders

Pytorch implementation of various autoencoders (contractive, denoising, convolutional, randomized)

caffe_weight_converter icon caffe_weight_converter

Caffe-to-Keras weight converter. Can also export weights as Numpy arrays for further processing.

coord-sim icon coord-sim

Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).

deepnetslice icon deepnetslice

Reinforcement Learning tool for Network Slice Placement problems

dm-project icon dm-project

Analysis of the spending behaviour of customers in an online shopping website

exams icon exams

Collection of oral questions and exam material

ispr-midterms icon ispr-midterms

Assignments for the course of Intelligent Systems for Pattern Recognition @ University of Pisa

keras-caffe-converter icon keras-caffe-converter

Keras - Caffe converter (both directions) with pruning demos in Keras. Originally developed as BSc thesis project @ University of Verona

mentos icon mentos

An educational 32-bit linux-like Operating System.

mlcms-exercises icon mlcms-exercises

Exercises for the course of Machine Learning in Crowd Modelling and Simulation @ TUM

mlcms-project icon mlcms-project

Prediction of Pedestrian Speed with Artificial Neural Networks

mmdetection3d icon mmdetection3d

OpenMMLab's next-generation platform for general 3D object detection.

nn-memory-usage icon nn-memory-usage

Given a Keras model and the input data shape, the project will calculate a lower limit for the memory usage of the model.

nns-from-scratch icon nns-from-scratch

Implementation from scratch of fully connected neural networks trainable through SGD with backpropagation

paddleocr icon paddleocr

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices)

spm-assignments icon spm-assignments

Exercises of the course of Parallel and Distributed Systems: Paradigms and Models @ Unipi

spm-project icon spm-project

Project for the course Parallel & Distributed Systems: Paradigms & Models @ Unipi

stable-baselines3 icon stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

system-calls icon system-calls

Project for "Operating Systems" course at Unviversity of Verona

ultralytics icon ultralytics

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite

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