Bill Psomas's repositories
lane_detection
This repository contains code in PyTorch for lane detection using LaneNet.
mars_crater_detection
Official PyTorch implementation for IGARSS 2024 paper: "Evaluation of Resource-Efficient Crater Detectors on Embedded Systems"
deep_metric_learning_benchmark
This repository provides source code for conducting extensive experiments and reproducing the most popular Deep Metric Learning approaches.
web_scrap_for_image_dataset_creation
Create Image Datasets using the Yandex Images Search Engine. Useful for Computer Vision tasks.
billpsomas
My personal repository.
class-incremental-learning-1
PyTorch implementation of some class-incremental learning methods
incremental_learning.pytorch
A collection of incremental learning paper implementations.
Incremental_Learning_Benchmarks
A collection of incremental learning benchmarks implemented in Pytorch.
instapy-quickstart
💨 Simply get InstaPy up and running in minutes.
metric_learning_utils
This repo contains code used for Metric Learning visualizations. Here you will find code to make retrieval ranking figures and t-SNE visualizations.
official_site
This is the code of my official site.
PageRank-HITS-SimRank
🎏 Python implementation of link analysis algorithm.
proxy-synthesis
Official PyTorch implementation of "Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning" (AAAI 2021)
pytorch-grad-cam
PyTorch implementation of Grad-CAM
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
PyTorch_YOLOv4
PyTorch implementation of YOLOv4
ReAttentionTransformer
TRT for WSOL
Simulation_of_a_Public_Service_Building
This repository contains code written in C++ for a MSc Assignment. The objective was to simulate some functionalities of a public service building.
Simulation_of_a_School_Parents_Day
This repository contains code written in C++ for a MSc Assignment. The objective was to simulate a School Parents Day.
SSL-for-HSI-classification
Code for a paper accepted by TGRS