Open3D-ML VS deepvision

Compare Open3D-ML vs deepvision and see what are their differences.

Open3D-ML

An extension of Open3D to address 3D Machine Learning tasks (by isl-org)
3d-perception Datasets pretrained-models lidar rgbd Tensorflow Pytorch Visualization semantic-segmentation object-detection 3d-object-detection
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deepvision

PyTorch and TensorFlow/Keras image models with automatic weight conversions and equal API/implementations - Vision Transformer (ViT), ResNetV2, EfficientNetV2, NeRF, SegFormer, MixTransformer, (planned...) DeepLabV3+, ConvNeXtV2, YOLO, etc. (by DavidLandup0)
cnn-classification Computer Vision efficientnetv2 Evaluation Keras pretrained-models Pytorch pytorch-lightning resnet Tensorflow vision-transformer Visualization Deep Learning image-classification nerf neural-radiance-fields segformer semantic-segmentation
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Open3D-ML deepvision
1 1
1,686 30
3.0% -
5.5 5.1
about 2 months ago 10 months ago
Python Python
GNU General Public License v3.0 or later Apache License 2.0
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Open3D-ML

Posts with mentions or reviews of Open3D-ML. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-07-13.

deepvision

Posts with mentions or reviews of deepvision. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing Open3D-ML and deepvision you can also consider the following projects:

CPPE-Dataset - Code for our paper CPPE - 5 (Medical Personal Protective Equipment), a new challenging object detection dataset

pytorch2keras - PyTorch to Keras model convertor

Entity - EntitySeg Toolbox: Towards Open-World and High-Quality Image Segmentation

awesome-modular-pytorch-lightning - LightCollections⚡️: Ready-to-use implementations such as `LightningModules` for various computer vision papers.

EPro-PnP - [CVPR 2022 Oral, Best Student Paper] EPro-PnP: Generalized End-to-End Probabilistic Perspective-n-Points for Monocular Object Pose Estimation

SHREC2023-ANIMAR - Source codes of team TikTorch (1st place solution) for track 2 and 3 of the SHREC2023 Challenge

nncf - Neural Network Compression Framework for enhanced OpenVINO™ inference

datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

pytorch_geometric - Graph Neural Network Library for PyTorch

Efficient-AI-Backbones - Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.

RiverREM - Make river relative elevation models (REM) and REM visualizations from an input digital elevation model (DEM).

dream-creator - Quickly and easily create / train a custom DeepDream model

Open3D-ML vs CPPE-Dataset deepvision vs pytorch2keras Open3D-ML vs Entity deepvision vs awesome-modular-pytorch-lightning Open3D-ML vs EPro-PnP deepvision vs SHREC2023-ANIMAR Open3D-ML vs nncf deepvision vs datasets Open3D-ML vs pytorch_geometric deepvision vs Efficient-AI-Backbones Open3D-ML vs RiverREM deepvision vs dream-creator