DATASET
Open Source Community
chuonghm/MaGGIe-HIM
The MaGGIe dataset is a training and benchmark collection for instance‑aware alpha portrait matting in images and videos, specifically targeting mask‑guided matting tasks. Developed during Adobe Research’s 2023 Summer Internship and accepted at CVPR 2024, it serves applications such as image segmentation, instance matting, portrait matting, video matting, guided matting, and human matting.
Updated 6/14/2024
hugging_face
Description
MaGGIe: Mask Guided Gradual Human Instance Matting
Dataset Overview
- Name: MaGGIe – Human Instance Image and Video Matting
- Task Category: Image Segmentation
- Tags:
- matting
- instance matting
- image matting
- video matting
- guidance matting
- human matting
- License: CC‑BY‑NC‑4.0
Detailed Description
- Project: A training and benchmark dataset for binary‑mask‑guided gradual human instance matting in images and videos.
- Status: Accepted at CVPR 2024.
Authors
- Chuong Huynh
- Seoung Wug Oh
- Abhinav Shrivastava
- Joon‑Young Lee
Citation
@inproceedings{huynh2024maggie,
title={Maggie: Masked guided gradual human instance matting},
author={Huynh, Chuong and Oh, Seoung Wug and Shrivastava, Abhinav and Lee, Joon-Young},
booktitle={Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition},
pages={3870--3879},
year={2024}
}
AI studio
Generate PPTs instantly with Nano Banana Pro.
Generate PPT NowAccess Dataset
Login to Access
Please login to view download links and access full dataset details.
Topics
Image Segmentation
Human Instance Segmentation
Source
Organization: hugging_face
Created: Unknown
Power Your Data Analysis with Premium AI Models
Supporting GPT-5, Claude-4, DeepSeek v3, Gemini and more.
Enjoy a free trial and save 20%+ compared to official pricing.