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OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image genera…
PyTorch DataLoaders implemented with DALI for accelerating image preprocessing
A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch
Must-read papers on graph neural networks (GNN)
TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)
Implementation of 'Blind Super-Resolution With Iterative Kernel Correction' (CVPR2019)
A curated list of resources about few-shot and one-shot learning
Fast Neural Network Adaptation via Parameter Remapping and Architecture Search (ICLR2020 & TPAMI)
This is an implementation of Shearlet Transform (ST) for light field reconstruction using TensorFlow 1.x.
A simple implementation of Light Field Refocusing
Demo code of "No-Reference Light Field Image Quality Assessment Based on Spatial-Angular Measurement", TCSVT 2019
A list of data sets and other resources for light fields for computer vision
Residual Networks for Light Field Image Super-Resolution
Light Field Super-Resolution by Jointly Exploiting Internal and External Similarities in TCSVT 2019
Learning to Think Outside the Box: Wide-Baseline Light Field Depth Estimation with EPI-Shift
Implementation of the paper: Light field intrinsics with a deep encoder-decoder network
Collection of support scripts to read/write/process light field data
Learning-Based View Synthesis for Light Field Cameras - Pytorch
light field camera view synthesis with gan method
🐤This is an useful tool to decode/display lightfield files(.lfp) OR 2D remapping images into 5D data.
Fast Light Field Reconstruction With Deep Coarse-To-Fine Modeling of Spatial-Angular Clues
A code integration for light filed SR with paper in CVPRW2019
A graph-based framework for light field super-resolution.
PyTorch Implementation for Deep Metric Learning Pipelines
Implementation of CVPR'19 paper (oral) - ContextDesc: Local Descriptor Augmentation with Cross-Modality Context