Food object detection with base Faster R-CNN TensorFlow model with k-fold cross validation, resulting in volume estimation and producing caloric data.
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Nov 21, 2020 - Python
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volume-estimation
Here are 8 public repositories matching this topic...
Codebase for "On the relationship between calibrated predictors and unbiased volume estimation" (MICCAI 2021).
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Aug 25, 2021 - Python
Source code of "Network-Wide Routing-Oblivious Heavy Hitters" paper by Ran Ben Basat, Gil Einziger, Shir Landau Feibish, Jalil Moraney, and Danny Raz (ACM/IEEE ANCS 2018).
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Dec 17, 2018 - C++
The final project of "Applying AI to 3D Medical Imaging Data" from "AI for Healthcare" nanodegree - Udacity.
ai
tensorflow
keras
dicom
cnn
healthcare
mri
segmentation
ctf
alzheimers-disease
nfft
hippocampus
mrt
3d-imaging
volume-estimation
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Jan 14, 2022 - Jupyter Notebook
This is a comprehensive application that utilizes advanced machine learning models to estimate the volume of food from images, identify the type of food, and provide a detailed nutritional analysis.
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Oct 24, 2023 - Jupyter Notebook
Final year project which deals with object volume estimation from a single 2D image.
computer-vision
point-cloud
python3
pytorch
image-segmentation
delaunay-triangulation
volume-estimation
monocular-depth-estimation
streamlit
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May 2, 2022 - Python
Volume Approximation and Design Centering with Lp-Adaption
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Jun 29, 2022 - Python
Byte-Mi is based on the Mask-RCNN model
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Apr 8, 2023 - Python
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