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macillas's Projects

bts icon bts

From Big to Small: Multi-Scale Local Planar Guidance for Monocular Depth Estimation

dall-e icon dall-e

PyTorch package for the discrete VAE used for DALLยทE.

hassan_pi_rf_shap icon hassan_pi_rf_shap

Review of Hassan Sozen (1997) Priority Index for Rapid Assessment of Earthquake Vulnerability in Low Rise RC Structures.

icshm21 icon icshm21

An attempt to make semantic segmentation into a superpixel classification problem for maximum cheese

imagematching-oetr icon imagematching-oetr

This is the official implementation in PyTorch for AAAI2022 paperGuide Local Feature Matching by Overlap Estimation and also contain a image matching toolbox.

imgaug icon imgaug

Image augmentation for machine learning experiments.

labelimg icon labelimg

๐Ÿ–๏ธ LabelImg is a graphical image annotation tool and label object bounding boxes in images

loftr icon loftr

Code for "LoFTR: Detector-Free Local Feature Matching with Transformers", CVPR 2021

midas icon midas

Code for robust monocular depth estimation described in "Ranftl et. al., Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer, TPAMI 2022"

monodepth2 icon monodepth2

[ICCV 2019] Monocular depth estimation from a single image

ranet_tf_keras icon ranet_tf_keras

ML Reproducibility Challenge: Resolution Adaptive Convolutional Neural Network for Efficient Inference

rfnetpyslam icon rfnetpyslam

SYDE673 A3. Integrate RFNet (receptive field CNN) in PySLAMv2 for VO and SLAM

s2dnet icon s2dnet

Reproduce S2DNet from Minimal code to load S2DNet weights (ECCV 2020)

segmenter icon segmenter

[ICCV2021] Official PyTorch implementation of Segmenter: Transformer for Semantic Segmentation

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