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consistency_models

Official repo for consistency models.

diffusiondepth

PyTorch Implementation of introducing diffusion approach to 3D depth perception

diffusionmodel

Denoising Diffusion Probabilistic Models

gan_video_prediction

marigold

[CVPR 2024 - Oral] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

metric3d

The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image" and "Metric3Dv2: A Versatile Monocular Geometric Foundation Model..."

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

monovit

Self-supervised monocular depth estimation with a vision transformer

strokeprediction

We used a dataset got from Kaggle website, then trained a deep learning based back propagation neural network (BPNN) model with the dataset. After that, the cleaned data were fed into the model for training and testing to obtain results. Finally, the neural network model reached 98.13% training accuracy and 97.97% testing accuracy.

zoedepth

Metric depth estimation from a single image