onethousand/LPFF
LPFF is a Flickr dataset comprising 19,590 high‑quality large‑pose portrait images, primarily intended for training 2D and 3D face generators. The dataset aims to address the shortcomings of existing generators in synthesizing large‑pose faces by providing a substantial collection of large‑pose portraits, helping 2D face generators expand their latent space and better handle large‑pose data, while also enabling 3D perceptive face generators to achieve improved view consistency and more realistic 3D reconstruction.
Description
LPFF: Large-Pose-Flickr-Faces Dataset
LPFF is a large‑pose Flickr face dataset containing 19,590 high‑quality real large‑pose portrait images.
Dataset Description
- Name: LPFF (Large-Pose-Flickr-Faces Dataset)
- Scale: Contains 19,590 images
- Type: Large‑pose portrait images
- Purpose: Used to train 2D face generators capable of handling large‑pose face images and 3D perceptive generators that can produce realistic facial geometry
Dataset Source
- Paper: [ICCV 2023] LPFF: A Portrait Dataset for Face Generators Across Large Poses
- Authors: Yiqian Wu, Jing Zhang, Hongbo Fu, Xiaogang Jin
Dataset Resources
- Dataset Download: dataset
- Data Processing: data_processing
- Model Training: training
- Pretrained Models: networks
Contact Information
Citation
@inproceedings{wu2023iccvlpff, author = {Yiqian Wu and Jing Zhang and Hongbo Fu and Xiaogang Jin}, title = {LPFF: A Portrait Dataset for Face Generators Across Large Poses}, booktitle = {2023 {IEEE/CVF} International Conference on Computer Vision, {ICCV}, France, October 2-3, 2023}, publisher = {{IEEE}}, year = {2023}, }
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Topics
Source
Organization: hugging_face
Created: Unknown
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