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Feb 14, 2024
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Add NeRF as a 3D reconstruction model #11

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11 changes: 11 additions & 0 deletions README.md
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Expand Up @@ -11,6 +11,7 @@ Discover pretrained models for deep learning in MATLAB.
* [Instance Segmentation](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#instance-segmentation-)
* [Image Translation](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#image-translation-)
* [Pose Estimation](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#pose-estimation-)
* [3D Reconstruction](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#3d-reconstruction-)
* [Video Classification](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#video-classification-)
* [Text Detection & Recognition](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#text-detection-and-recognition-)

Expand Down Expand Up @@ -175,6 +176,16 @@ All inputs are RGB images, outputs are heatmaps and part affinity fields (PAFs)

[Back to top](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#matlab-deep-learning-model-hub)

## 3D Reconstruction <a name="3DReconstruction"/>

3D reconstruction is the process of capturing the shape and appearance of real objects.

| Network | Size (MB)| Location|Example Output|
| ------------- | ------------- |------------- |------------- |
| [NeRF](https://github.com/matlab-deep-learning/nerf) | 3.78 |[GitHub](https://github.com/matlab-deep-learning/nerf)|![NeRF](Images/nerf.jpg) |

[Back to top](https://github.com/matlab-deep-learning/MATLAB-Deep-Learning-Model-Hub#matlab-deep-learning-model-hub)

## Video Classification <a name="VideoClassification"/>

Video classification is a computer vision technique for classifying the action or content in a sequence of video frames.
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