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guibo-tech / BIMAP-NeRF-Endoscopy-3DReconstruction

Neural Radiance Fields for 3D Reconstruction in Monoscopic Laryngeal Endoscopy. Implemented for ISBI 2024.
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EndoNeRF - Reco 0004 - Nasal Reconstruction #19

Open guibo-tech opened 1 year ago

guibo-tech commented 1 year ago

expname = reco_0004_nasal_training_1 datadir = /home/guibo/repos/reco_0004_nasal

Using Hugging Face depth

Training capacity: 30% based on original version, training parameters reduced to train it faster

Training time: 4h

export CUDA_VISIBLE_DEVICES=0 ~/repos/BIMAP-EndoNeRF/EndoNeRF$ python run_endonerf.py --config configs/nasal.txt --no_mask_raycast --no_depth_refine

Reconstruction: 23:00 :~/repos/BIMAP-EndoNeRF/EndoNeRF$ python3 endo_pc_reconstruction.py --config_file configs/nasal.txt --n_frames 91 --depth_smoother --depth_smoother_d 28

Visualization python3 vis_pc.py --pc_dir logs/reco_0004_nasal_training_1/reconstructed_pcds_100000