aitor-martinez-seras

SNN-Automotive-Object-Detection

Code of the paper "Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object Discovery"

OoD_on_SNNs

Explainable Out-of-Distribution Detection Approach for Spiking Neural Networks (Code for "A Novel Out-of-Distribution Detection Approach for Spiking Neural Networks: Design, Fusion, Performance Evaluation and Explainability")

aitor-martinez-seras

Config files for my GitHub profile.

aitor-martinez-seras.github.io

Github Pages

cityscapes-to-coco-conversion

Cityscapes to CoCo Format Conversion Tool (fork)

CNN-models

YOLO-v2, ResNet-32, GoogLeNet-lite

dotfiles-win

These are my user-specific configuration files that I use to personalize my Windows experience.

FSSD_OoD_Detection

Feature Space Singularity for Out-of-Distribution Detection. (SafeAI 2021)

Fund-Value-Tracking-Desktop-App

Desktop app to manage and visualize your own database of the evolution of the funds

ood-sparse-rl

Code for the paper "Advancing towards Safe Reinforcement Learning over Sparse Environments with Out-of-Distribution Observations: Detection and Adaptation Strategies"

OOD-XAI

Parking-tracker-deusto

Software for retrieving, cleaning, storing and predicting occupation data from Deusto University parking

supermarket-price-tracker

voc2coco

Convert VOC format XMLs to COCO format json, designed to be used with CocoDetection class of PyTorch