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Final year project which deals with object volume estimation from a single 2D image.

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__pycache__
__pycache__
 
 
cam_matrix
cam_matrix
 
 
depth_output
depth_output
 
 
imgs
imgs
 
 
midas_depth
midas_depth
 
 
point_clouds
point_clouds
 
 
segmentation_model
segmentation_model
 
 
static
static
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 
StreamlitDeploy.ipynb
StreamlitDeploy.ipynb
 
 
compute_volume.ipynb
compute_volume.ipynb
 
 
dashboard.py
dashboard.py
 
 
dashboard_test.py
dashboard_test.py
 
 
dashboard_test2.py
dashboard_test2.py
 
 
depth2cloud.py
depth2cloud.py
 
 
depth_estimation.py
depth_estimation.py
 
 
depth_volume_integration.py
depth_volume_integration.py
 
 
imports.py
imports.py
 
 
integration_utils.py
integration_utils.py
 
 
pc_functions.py
pc_functions.py
 
 
requirements.txt
requirements.txt
 
 
utils.py
utils.py
 
 
utils_dashboard.py
utils_dashboard.py
 
 

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Virtual_Volume_Estimation

Final year project which deals with object volume estimation from a single 2D image.

Installation Commands

pip install open3d
pip3 install pycocotools
pip3 install pixellib
pip3 install pixellib --upgrade
pip3 install timm
pip3 install pptk
pip3 install pyntcloud

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Final year project which deals with object volume estimation from a single 2D image.

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computer-vision point-cloud python3 pytorch image-segmentation delaunay-triangulation volume-estimation monocular-depth-estimation streamlit

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