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
150 stars
3 watching
19 forks
Language: Python
last commit: about 1 month 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 | 168 |
 enochkan/torch-metrics | A collection of common machine learning evaluation metrics implemented in PyTorch | 110 |
 statisticianinstilettos/recmetrics | A library providing evaluation metrics and diagnostic tools for recommender systems. | 571 |
 benhamner/metrics | Provides implementations of various supervised machine learning evaluation metrics in multiple programming languages. | 1,632 |
 scikit-learn-contrib/metric-learn | A Python library providing efficient implementations of various supervised and weakly-supervised metric learning algorithms. | 1,402 |
 zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,729 |
 javeywang/pyramid-attention-networks-pytorch | An implementation of a deep learning model using PyTorch for semantic segmentation tasks. | 237 |
 media-smart/vedaseg | A PyTorch-based toolbox for building and training semantic segmentation models | 408 |
 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 | 1,705 |
 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. | 748 |