SAM-PT: Extending SAM to zero-shot video segmentation with point-based tracking.
Code for our ACMMM2020 paper "Context-aware Feature Generation for Zero-shot Semantic Segmentation".
code for CVPR paper Zero-shot Instance Segmentation
Combining Segment Anything (SAM) with Grounded DINO for zero-shot object detection and CLIPSeg for zero-shot segmentation
Zero-shot Video Object Segmentation via Attentive Graph Neural Networks (ICCV2019 Oral)
A curated publication list on open vocabulary semantic segmentation and related area (e.g. zero-shot semantic segmentation) resources..
Official implement of CVPR2023 ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation
This is an implementation of zero-shot instance segmentation using Segment Anything.
Open-vocabulary Semantic Segmentation
Official code for "Decoupling Zero-Shot Semantic Segmentation"
[CVPR 2023] Unofficial re-implementation of "WinCLIP: Zero-/Few-Shot Anomaly Classification and Segmentation".
Few Shot Semantic Segmentation Papers
One-Shot Video Object Segmentation
Zero-Shot Learning with GCN (CVPR 2018)
InstantID: Zero-shot Identity-Preserving Generation in Seconds 🔥
Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)
Robust fine-tuning of zero-shot models
Zero-shot Image-to-Image Translation [SIGGRAPH 2023]
"Zero-Shot" Super-Resolution using Deep Internal Learning