PySODMetrics

Segmentation metrics library

A library providing an implementation of various metrics for object segmentation and saliency detection in computer vision.

PySODMetrics: A Simple and Efficient Implementation of Grayscale/Binary Segmentation Metrcis

GitHub

144 stars
3 watching
19 forks
Language: Python
last commit: about 2 months ago
metricsmetrics-evaluationmetrics-librarymetrics-reportedpython3saliencysaliency-detectionsaliency-mapsaliency-mapssaliency-methodssaliency-modelsaliency-predictionsalient-object-detectionsalient-regions

Related projects:

Repository Description Stars
martinkersner/py-img-seg-eval A Python package providing metrics and tools for evaluating image segmentation models 282
lartpang/pysodevaltoolkit A comprehensive Python toolbox for evaluating salient object detection and camouflaged object detection tasks 167
enochkan/torch-metrics A collection of common machine learning evaluation metrics implemented in PyTorch 110
statisticianinstilettos/recmetrics A Python library providing metrics and diagnostic tools for evaluating recommender systems. 569
benhamner/metrics Provides implementations of various supervised machine learning evaluation metrics in multiple programming languages. 1,627
scikit-learn-contrib/metric-learn A Python library providing efficient implementations of various supervised and weakly-supervised metric learning algorithms. 1,399
zijundeng/pytorch-semantic-segmentation Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. 1,724
javeywang/pyramid-attention-networks-pytorch An implementation of a deep learning model using PyTorch for semantic segmentation tasks. 235
media-smart/vedaseg A PyTorch-based toolbox for building and training semantic segmentation models 410
information-fusion-lab-umass/salient-pedestrian-detection An approach to improving pedestrian detection from thermal images using saliency maps and deep learning techniques. 38
yu-changqian/torchseg A toolkit for building and training semantic segmentation models using PyTorch. 1,408
yassouali/pytorch-segmentation Implementation of semantic segmentation models and datasets using PyTorch 1,686
liruilong940607/pose2seg An implementation of human instance segmentation based on pose estimation 529
ternaus/iglovikov_segmentation A deep learning-based semantic segmentation pipeline using the Catalyst framework. 20
warmspringwinds/pytorch-segmentation-detection Provides pre-trained models and scripts for image segmentation and object detection in PyTorch. 745