object-segmentation

Detectorch - detectron for PyTorch

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

Learning Unsupervised Video Object Segmentation through Visual Attention (CVPR19, PAMI20)

Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)

Meta R-CNN : Towards General Solver for Instance-level Low-shot Learning

Image augmentation for computer vision

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery (CVPR 2020) https://arxiv.org/pdf/2011.09766.pdf

Implemenation of the paper: "Video Segmentation via Object Flow", Y.-H. Tsai, M.-H. Yang and M. J. Black, CVPR 2016

Deeplab for semantic segmentation tasks

Real time instance segmentation with Mask R-CNN, live from webcam feed.

Real-time Detectron using webcam.

in-browser point cloud annotation tool for instance-level segmentation with fat markers

Referring Expression Object Segmentation with Caption-Aware Consistency, BMVC 2019

Unseen Object Segmentation in Videos via Transferable Representations, ACCV 2018 (oral)

Deep Extreme Cut http://www.vision.ee.ethz.ch/~cvlsegmentation/dextr . a tool to do automatically object segmentation from extreme points.

This project uses Centernet and Conditional Convolutions for Instance Segmentation

Unsupervised Object Discovery and Segmentation with a Copy-Pasting GAN (CP-GAN) - PyTorch implementation (unofficial)

Detection of Cigarette buts on the streets using U-net segmentation.

This is the implementation of PointIso model presented in the paper "Deep neural network for detecting arbitrary precision peptide features through attention based segmentation" (https://www.nature.com/articles/s41598-021-97669-7 and https://arxiv.org/abs/2009.07250). For any inquiry about running the codes, contact me (Fatema): fzohora@uwaterloo.ca

in-browser point cloud annotation tool for instance-level segmentation using 2d projection

Segment lanes on KITTI

Matterport Mask R-CNN fork for Python3.8 / Tensorflow 2.4-2.6

See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks (CVPR19)

Robust Video Object Co-Segmentation (TIP15)

Video Super Resolution with depth map and optical flow for unnatural object flow

Saliency Aware Video Object Segmentation (CVPR15, PAMI18)

W. Wang and J. Shen, Higher-Order Image Co-segmentation, IEEE Trans. on Multimedia, 18(6):1011-1021, 2016

Implementation of Mask R-CNN in Tensorflow 2.0