Juan Pablo de la Cruz Gutiérrez's repositories
3D-Machine-Learning
A resource repository for 3D machine learning
AdvancePyTorchGeometricTutorials
here you can find the material used for our Tutorials
threejsfundamentals
threejsfundamentals.org
awesome-implicit-representations
A curated list of resources on implicit neural representations.
ConvNorm
Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks
CycleMix
[CVPR 2022] CycleMix: A Holistic Strategy for Medical Image Segmentation from Scribble Supervision
DSRL
Implementation of CVPR 2020 Dual Super-Resolution Learning for Semantic Segmentation
elegant-scipy
1st Edition of Elegant SciPy (O'Reilly Publishers)
End2EndLandmarks
official repository of paper "An End-to-end Deep Learning Approach for Landmark Detection and Matching in Medical Images"
Foveation-Segmentation
PyTorch implementation of Foveation for Segmentation of Ultra-High Resolution Images
graphics-workshop
Learn computer graphics by writing GPU shaders!
ipython-book
IPython for Web Devs book
iunets
A fully invertible U-Net for memory efficiency in Pytorch.
learned-triangulation
Source code for "PointTriNet: Learned Triangulation of 3D Point Sets", by Nicholas Sharp and Maks Ovsjanikov at ECCV 2020
medicaldetectiontoolkit
The Medical Detection Toolkit contains 2D + 3D implementations of prevalent object detectors such as Mask R-CNN, Retina Net, Retina U-Net, as well as a training and inference framework focused on dealing with medical images.
MeshSDF
Code for "MeshSDF: Differentiable Iso-Surface Extraction", NeurIPS2020, SpotLight
ML_paper_notes
:book: Notes and summaries of some Machine Learning / Computer Vision / NLP papers.
MultiPropReg
Optimization learning for image registration.
PFSeg
Patch-free 3D Medical Image Segmentation
post--misread-tsne
How to Use t-SNE Effectively
PytorchGeometricTutorial
Pytorch Geometric Tutorials
segtran
Medical Image Segmentation using Squeeze-and-Expansion Transformers
sicp-pdf
SICP PDF with Texinfo and LaTeX source
simple_gpu_scheduler
Simple scheduler for running jobs on GPUs
SRGANupscaling
Image upscaling using SRGANs
Top-10-Computer-Vision-Papers-2020
A list of the top 10 computer vision papers in 2020 with video demos, articles, code and paper reference.
U2PL
[CVPR 2022] Semi-Supervised Semantic Segmentation Using Unreliable Pseudo-Labels