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multi-scale-network

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mostafabahaa25 / depth_map_prediction_from_single_image

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This project is a reimplementation of the paper “Depth Map Prediction from a Single Image using a Multi-Scale Deep Network” by Eigen et al., . The work explores how deep convolutional neural networks can infer dense depth maps from single RGB images an inherently ill-posed problem due to the lack of explicit depth information.

computer-vision deep-learning image-processing pytorch neural-networks convolutional-neural-networks data-augmentation depth-estimation monocular-depth nyu-depth-v2 cv-research scale-invariant-loss multi-scale-network
  • Updated Nov 13, 2025
  • Python

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