marekb-sci

cell_identification

detectron2-demo

kaggle_cassava

notebooks for Cassava Leaf Disease Classification https://www.kaggle.com/c/cassava-leaf-disease-classification

mmdetection

OpenMMLab Detection Toolbox and Benchmark

particle_detection

PyPOTS

A Python toolbox/library for machine learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with missing values. https://arxiv.org/abs/2305.18811

pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

rotation_detection

twitter_sentiment_classification

classification of tweets sentiment

Workshops

Materials for workshops organised by the Center4ML at the University of Warsaw

marekb-sci/cell_identification

marekb-sci/detectron2-demo

marekb-sci/kaggle_cassava

notebooks for Cassava Leaf Disease Classification https://www.kaggle.com/c/cassava-leaf-disease-classification

marekb-sci/mmdetection

OpenMMLab Detection Toolbox and Benchmark

marekb-sci/particle_detection

marekb-sci/PyPOTS

A Python toolbox/library for machine learning on partially-observed time series with PyTorch, including SOTA models supporting tasks of imputation, classification, clustering, and forecasting on incomplete (irregularly-sampled) multivariate time series with missing values. https://arxiv.org/abs/2305.18811

marekb-sci/pytorch-grad-cam

Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Examples for classification, object detection, segmentation, embedding networks and more. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM

marekb-sci/rotation_detection

marekb-sci/twitter_sentiment_classification

classification of tweets sentiment

marekb-sci/Workshops

Materials for workshops organised by the Center4ML at the University of Warsaw