DeepPanoContext
Scene understanding framework
A PyTorch-based framework for 3D scene understanding with holistic context graph and relation-based optimization in panoramic images
Official PyTorch code of DeepPanoContext: Panoramic 3D Scene Understanding with Holistic Scene Context Graph and Relation-based Optimization (ICCV 2021 Oral).
90 stars
4 watching
12 forks
Language: Python
last commit: over 2 years ago deep-learninggcnldifpanoramapytorchrgcnsgcn
Related projects:
| Repository | Description | Stars |
|---|---|---|
 zhanghang1989/pytorch-encoding | A Python framework for building deep learning models with optimized encoding layers and batch normalization. | 2,044 |
 kaiyangzhou/dassl.pytorch | A PyTorch toolbox for supporting research and development of domain adaptation, generalization, and semi-supervised learning methods in computer vision. | 1,236 |
 hszhao/pspnet | A PyTorch implementation of a deep learning model for semantic image segmentation | 1,598 |
 kaihuatang/scene-graph-benchmark.pytorch | A PyTorch implementation of Scene Graph Generation methods with support for visualization and evaluation on custom images | 1,085 |
 zijundeng/pytorch-semantic-segmentation | Provides PyTorch implementations of various models and pipelines for semantic segmentation in deep learning. | 1,729 |
 rowanz/neural-motifs | A software framework for scene graph parsing with global context using PyTorch and Visual Genome data. | 526 |
 xiadingz/video-caption.pytorch | PyTorch implementation of video captioning, combining deep learning and computer vision techniques. | 402 |
 hungtuchen/pytorch-dqn | An implementation of a deep reinforcement learning network using PyTorch to learn human-level control through trial and error. | 387 |
 benedekrozemberczki/pytorch_geometric_temporal | A PyTorch extension for building temporal graph neural networks with support for recurrent and attention-based models | 2,694 |
 carpedm20/discogan-pytorch | A PyTorch implementation of a Generative Adversarial Network (GAN) for discovering cross-domain relations. | 1,084 |
 donnyyou/pytorchcv | A PyTorch-based framework for building and training deep learning models in computer vision. | 47 |
 jingweiz/pytorch-rl | A comprehensive project that provides an implementation of deep reinforcement learning algorithms using PyTorch and Visdom. | 798 |
 kazuto1011/deeplab-pytorch | PyTorch implementation of DeepLab v2 for semantic segmentation on COCO-Stuff and PASCAL VOC datasets | 1,098 |
 huochaitiantang/pytorch-deep-image-matting | Deep learning implementation of image matting, aiming to separate foreground and background from input images. | 293 |
 kengz/slm-lab | A comprehensive framework for deep reinforcement learning using PyTorch. | 1,256 |