Rafael Toledo's repositories
FaceReconstructionWithVAEAndFaceMasks
code used on the paper Face Reconstruction with Variational Autoencoder and Face Masks https://arxiv.org/abs/2112.02139
CNNVisualizations
Plain implementation of Grad-CAM, gradient ascent, and adversarial examples for semantic segmentation and classification.
ManipulateFacialAttributesUsingVAE
This repo presents the final project for Computer Vision course in INE / UFSC
understanding-and-coding-detr
This repo contains the code that explains DETR main concepts of the medium post.
ai-platform
Open source platform for machine learning tasks
angularGAN
Supporting code to the paper "Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?"
AzurePresentationWithShinyApp
Implementing azure services with shiny apps and a workload of training model
DeepLabV3Plus-Pytorch
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
hugo-tranquilpeak-theme
A gorgeous responsive theme for Hugo blog framework
InSPyReNet
Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
mseg-semantic
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
segment-anything
The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
semanticGAN_code
Official repo for SemanticGAN https://nv-tlabs.github.io/semanticGAN/
semseg-tools
collection of methods to cope with the semantic segmentation DL tasks
swissknife
My Swiss Knife Tools for Machine Learning / Computer Vision / Colab workflow
TorchSemiSeg
[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
vision
Datasets, Transforms and Models specific to Computer Vision
ViTMatte
Boosting Image Matting with Pretrained Plain Vision Transformers