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lartpang /PySODEvalToolkit

PySODEvalToolkit: A Python-based Evaluation Toolbox for Salient Object Detection and Camouflaged Object Detection

latex metrics evaluation python3 evaluator evaluation-metrics evaluation-framework metrics-visualization mae saliency salient-object-detection saliency-detection co-saliency f-measure pr-curve e-measure s-measure camouflaged-object-detection fm-curve co-salient-object-detection

UpdatedSep 27, 2024
Python

zzhanghub /eval-co-sod

PyTorch-Based Evaluation Tool for Co-Saliency Detection

python evaluation pytorch auc roc-curve mae salient-object-detection co-saliency average-precision f-measure mean-absolute-error pr-curve e-measure s-measure

UpdatedDec 12, 2020
Python

Mehrdad-Noori /Saliency-Evaluation-Toolbox

An Evaluation Toolbox for Salient Object Detection

toolbox segmentation salient-object-detection saliency-detection f-measure e-measure s-measure

UpdatedJul 6, 2023
Python

hamidsadeghi68 /face-clustering

Clustering Algorithms and their Application to Facial Image Analysis

awesome clustering face face-recognition face-detection kmeans dlib facenet purity agglomerative nmi mtcnn normalized-mutual-info face-clustering arcface insightface f-measure rand-index db-scan facecup

UpdatedAug 13, 2022
Jupyter Notebook

eXascaleInfolab /xmeasures

Extremely fast evaluation of the extrinsic clustering measures: various (mean) F1 measures and Omega Index (Fuzzy Adjusted Rand Index) for the multi-resolution clustering with overlaps/covers, standard NMI, clusters labeling

ari clustering-evaluation benchmark-measures nmi f1-score quality-measures omega-index covers-evaluation extrinsic-quality-measures f-measure fuzzy-adjusted-rand-index overlapping-community-evaluation accuracy-metrics

UpdatedJun 15, 2021
C++

Mr-TalhaIlyas /Evaluation-Metrics-Package-Tensorflow-PyTorch-Keras

ML/CNN Evaluation Metrics Package

curve confusion-matrix roc-curve precision-recall-curve dice-coefficient precision-recall average-precision f-measure object-detection-metrics classification-accuracy segmentaion-metrics classification-metrics

UpdatedAug 3, 2022

LuceneCISI

Berozain /LuceneCISI

Information Retrieval with Lucene and CISI dataset. Index documents and search between them with IB, DFR, BM-25, TF-IDF, Boolean, Axiomatic, LM-Dirichlet similarity and calculate Recall, Precision, MAP (Mean Average Precision) and F-Measure

information-retrieval recall lucene tf-idf precision ib bm-25 axiomatics mean-average-precision f-measure dfr recall-precision cisi lm-dirichlet

UpdatedOct 18, 2024
Java

alaahossam /Networks-Anomaly-Detection

Networks Anomaly Detection using Supervised learning Algorithms such as Kmeans implementation , Spectral clustering implementation, DBMS implementation and Agglomerative Hierarchical Clustering. We also used external and internal measures to evaluate the clustering such as F1-score, purity, precision, recall and pairwise measures.

machine-learning-algorithms purity kmeans-clustering dbscan-clustering spectral-clustering pairwise-calculations f-measure

UpdatedMay 7, 2023
Jupyter Notebook

semnan-university-ai /confusion-matrix-classification

Calculate Precision & Recall & F-Measure & Accuracy with Confusion Matrix (TP, TN, FP, FN)

recall confusion-matrix precision f-measure

UpdatedDec 25, 2021

melaanya /f_macro_optimization

Threshold optimization for F measure of macro-averaged precision and recall

machine-learning optimization f-measure

UpdatedJun 7, 2022
Python

gyselle-marques /CalculoDeMetricas-DesafioDIO

Machine Learning: Cálculo de Métricas de Avaliação de Aprendizado em Python.

python machine-learning statistics numpy sklearn specificity xgboost accuracy recall matplotlib confusion-matrix precision f-score brazilian-portuguese colab-notebook f-measure dio-bootcamp dio-challenges

UpdatedJan 25, 2025
Jupyter Notebook

bunji2 /metrics

Sample of metrics by GoLang

golang metrics f-measure accuracy-metrics prescion-metrics recall-metrics

UpdatedDec 9, 2018
Go

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