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3d-reconstruction-algorithm

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SandeepaInduwaraSamaranayake / SwinVox

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A novel hybrid architecture combining CNNs and Swin Transformers, to address limitations in 3D voxel reconstruction.

machine-learning deep-learning cnn shapenet 3d-reconstruction hybrid-model pix2vox shapenet-dataset multi-scale-feature-learning multi-scale-features swin-transformer multi-view-reconstruction multi-scale-representation-attention 3d-reconstruction-algorithm hybrid-architecture cross-view-matching
  • Updated Jul 21, 2025
  • Jupyter Notebook

mwasifanwar / geometric-deep-learning

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Advanced 3D scene reconstruction and understanding using geometric deep learning on point clouds and meshes.

deep-neural-networks deep-learning computer-graphics deep-reinforcement-learning 3d-reconstruction geometric-deep-learning scene-understanding point-cloud-processing computer-graphics-algorithms 3d-reconstruction-pipeline geometric-deep-learning-tutorial 3d-reconstruction-evaluation 3d-reconstruction-algorithm
  • Updated Nov 3, 2025
  • Python

liliansteven / 3D-Foot-Distance-Estimation-Using-DepthPro-and-MediaPipe-for-Real-Time-Video-Analysis

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This reposatory contains project for real-time foot distance estimation system using DepthPro for depth estimation and MediaPipe Pose for pose detection. Implemented and compared four 3D coordinate extraction methods, optimizing accuracy without requiring camera calibration.

computer-vision pytorch video-processing opencv-python 3d-reconstruction depth-estimation huggingface pose-detection pinhole-camera mediapipe-pose focal-length-estimation 3d-reconstruction-algorithm depth-estimation-in-dynamic-scenes depthpro
  • Updated Dec 14, 2025
  • Jupyter Notebook

rdas28 / RGB2Point-Project

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Single-view 3D point cloud reconstruction from RGB images using a frozen Vision Transformer and learnable-query Transformer decoder in PyTorch.

computer-vision deep-learning blender3d blender transformers point-cloud pytorch deep-learning-algorithms 3d-reconstruction deep-learning-framework 3d-reconstruction-pipeline vision-transformer 3d-reconstruction-evaluation vision-transformer-image-classification 3d-reconstruction-algorithm
  • Updated Nov 6, 2026
  • Python

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