remydubois / lsnms
Large Scale Non maximum Suppression. This project implements a O(nlog(n)) approach for non max suppression, useful for object detection ran on very large images such as satellite or histology, when the number of instances to prune becomes very large.
☆68Updated 6 months ago
Alternatives and similar repositories for lsnms:
Users that are interested in lsnms are comparing it to the libraries listed below
- A PyTorch implementation of Connected Components Labeling☆116Updated last year
- AutoML for image augmentation. AutoAlbument uses the Faster AutoAugment algorithm to find optimal augmentation policies. Documentation - …☆205Updated 3 years ago
- PyTorch Lightning based training of Semantic Segmentation models☆38Updated 2 years ago
- The service for the demonstration of transforms in Albumentations library☆106Updated 10 months ago
- Draw / find polygons fast without opencv, useful in machine learning pipelines.☆22Updated 6 months ago
- Object Detection Metrics☆39Updated last year
- Cut and paste augmentation for object detection and instance segmentation☆139Updated 3 years ago
- Continuation of an abandoned project fast-coco-eval☆104Updated 3 months ago
- Just another yolo variant.☆24Updated 2 years ago
- A simple wrapper library for binding timm models as detectron2 backbones☆42Updated last year
- Active learning for Mask R-CNN in Detectron2☆63Updated last year
- A conversion toolset between different object detection and instance segmentation annotation formats☆115Updated 3 years ago
- Intersection Over Union☆15Updated 7 years ago
- Helpers for detectron2☆40Updated 5 years ago
- A clean, modular implementation of the Yolov7 model family, which uses the official pretrained weights, with utilities for training the m…☆114Updated last year
- QUick and DIrty Domain Adaptation☆22Updated last year
- A library that helps you split image into small, overlappable patches, and merge patches into original image.☆225Updated 11 months ago
- An open source online platform for collaborative image labeling of almost everything☆59Updated this week
- Conversions between kornia and other computer vision libraries formats☆36Updated last year
- cuCIM - RAPIDS GPU-accelerated image processing library☆400Updated this week
- 3D volume data augmentation package inspired by albumentations☆79Updated 5 years ago
- ☆161Updated 2 years ago
- Generalist YOLO: Towards Real-Time End-to-End Multi-Task Visual Language Models☆69Updated last week
- Segmentation models with pretrained backbones. PyTorch.☆109Updated 8 months ago
- Contains the "pycocotools" package on PyPI. Changes made to the official cocoapi about packaging.☆142Updated 8 months ago
- Instance segmtnation via pixel embedding learning☆14Updated 2 years ago
- This is the repository for the corresponding 2022 MICCAI-MILLanD workshop paper "BoxShrink: From Bounding Boxes to Segmentation Masks"☆22Updated last year
- Efficient parallelizable algorithms for multidimensional arrays to speed up your data pipelines☆22Updated 3 weeks ago
- Light weight toolkit for bounding boxes providing conversion between bounding box types and simple computations.☆150Updated 7 months ago
- Helper for dealing with MS-COCO annotations☆91Updated 8 months ago