Matej Grcić's repositories
DenseHybrid
Official implementation of paper "DenseHybrid: Hybrid Anomaly Detection for Dense Open-set Recognition"
Open-set-M2F
Official repo of CVPRW'23 paper "On Advantages of Mask-level Recognition for Outlier-aware Segmentation"
Distance-based-OOD
Distance based anomaly detection on LostAndFound dataset
DDP-example
Pytorch model training using Distributed Data Parallel module
knowledge-distillation
Knowledge distillation written in Tensorflow low-level API.
particle-swarm
JavaScript implementation of fully-informed particle swarm optimisation algorithm
artificial-intelligence-course
Artificial Intelligence Laboratory Exercises
awesome_OpenSetRecognition_list
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition
Confident_classifier
Training Confidence-Calibrated Classifier for Detecting Out-of-Distribution Samples / ICLR 2018
deans-award
University of Zagreb Dean's Award 2019./2020. Application
deep-learning-course
Deep learning, Lab assignments, FER Zagreb
fishyscapes
Benchmark for Anomaly Detection in Semantic Segmentation
machine-learning-course
Laboratory exercises for Machine learning class held on FER Zagreb
neural-network-architecture-optimization
An algorithm for evolving architecture of artificial neural networks
outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
pattern-recognition
Examples for Pattern recognition class held on FER Zagreb