DeepViewAgg VS CapDec

Compare DeepViewAgg vs CapDec and see what are their differences.

DeepViewAgg

[CVPR'22 Best Paper Finalist] Official PyTorch implementation of the method presented in "Learning Multi-View Aggregation In the Wild for Large-Scale 3D Semantic Segmentation" (by drprojects)
cvpr Deep Learning Image multimodal multimodal-deep-learning point-cloud Pytorch semantic-segmentation cvpr2022 multi-view kitti-360 pytorch-geometric s3dis torch-points3d attention
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CapDec

CapDec: SOTA Zero Shot Image Captioning Using CLIP and GPT2, EMNLP 2022 (findings) (by DavidHuji)
captioning clip gpt-2 multimodal-deep-learning zero-shot-learning clipcap
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DeepViewAgg CapDec
4 3
215 170
- -
4.8 5.6
9 months ago 4 months ago
Python Python
GNU General Public License v3.0 or later MIT License
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DeepViewAgg

Posts with mentions or reviews of DeepViewAgg. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-05-11.

CapDec

Posts with mentions or reviews of CapDec. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-08.

What are some alternatives?

When comparing DeepViewAgg and CapDec you can also consider the following projects:

torch-points3d - Pytorch framework for doing deep learning on point clouds.

mmf - A modular framework for vision & language multimodal research from Facebook AI Research (FAIR)

MonoScene - [CVPR 2022] "MonoScene: Monocular 3D Semantic Scene Completion": 3D Semantic Occupancy Prediction from a single image

pytorch-widedeep - A flexible package for multimodal-deep-learning to combine tabular data with text and images using Wide and Deep models in Pytorch

Pointnet_Pointnet2_pytorch - PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

3DCoMPaT-v2 - 3DCoMPaT++: An improved large-scale 3D vision dataset for compositional recognition

img2dataset - Easily turn large sets of image urls to an image dataset. Can download, resize and package 100M urls in 20h on one machine.

MAGIC - Language Models Can See: Plugging Visual Controls in Text Generation

LAVIS - LAVIS - A One-stop Library for Language-Vision Intelligence

x-clip - A concise but complete implementation of CLIP with various experimental improvements from recent papers

DeepViewAgg vs torch-points3d CapDec vs mmf DeepViewAgg vs MonoScene CapDec vs pytorch-widedeep DeepViewAgg vs Pointnet_Pointnet2_pytorch CapDec vs 3DCoMPaT-v2 DeepViewAgg vs img2dataset CapDec vs MAGIC DeepViewAgg vs LAVIS CapDec vs x-clip