monocular-depth-estimation topic

List monocular-depth-estimation repositories

Marigold

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[CVPR 2024 - Oral, Best Paper Award Candidate] Marigold: Repurposing Diffusion-Based Image Generators for Monocular Depth Estimation

FrozenRecon

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[ICCV2023] 🧊FrozenRecon: Pose-free 3D Scene Reconstruction with Frozen Depth Models

We use our VDEmodel. Our purpose is that predict the distance between car based on Deep-Learning.

SurgicalDINO

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[IPCAI'2024 (IJCARS special issue)] Surgical-DINO: Adapter Learning of Foundation Models for Depth Estimation in Endoscopic Surgery

Lite-Mono-ONNX-Sample

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単眼深度推定モデルのLite-MonoのPythonでのONNX推論サンプル

単眼デプス推定で推定した相対距離をシンプルなキャリブレーションで絶対距離へ変換するプログラム

GenPercept

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GenPercept: Diffusion Models Trained with Large Data Are Transferable Visual Models

com.doji.midas

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Monocular Depth Estimation with Unity Sentis

Rankings include: BetterDepth Depth Anything DPT FutureDepth GBDMF GenPercept GeoWizard LeReS LightedDepth LFVRT Marigold Metric3D MiDaS NeWCRFs PatchFusion UniDepth ZoeDepth

PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)