kostas1515/AGLU

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Created 10 months ago
Updated about 2 months ago

kostas1515/AGLU

kostas1515

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[ECCV2024 - Oral] Adaptive Parametric Activation

GOL

Official implementation of 'Gumbel Optimised Loss for Long Tailed Instance Segmentation' ECCV2022. Paper at: https://arxiv.org/abs/2207.10936

iif

Inverse Image Frequency for long-tailed image recognition. Accepted in Transactions on Image Processing - Arxiv version available at: https://arxiv.org/abs/2209.04861

improved_baselines

Improved image classification baselines using pytorch ResNets and Transformers

GumbelActivationForLongTailSegmentation

regex_tutorial_4_data_science_club

this tutorial was made for sharing some basic stuff with fellow students.

Jupyter Notebook

optim_lt_classif

Optimised Long-tailed Classification Pipelines, using Hydra Configs, DDP, Bayesian Hyper-Parameter Optimisation

feature_selec_4_txt_class_using_time_seq

Jupyter Notebook

Feauture-Selection-techiques

This tutorial describes how to make custom feature selection methods, and introduce smart techniques for data manipulation

Jupyter Notebook

object_detectors

Clean repo for yolo retina and faster rcnn