Rafael Toledo's repositories
FaceReconstructionWithVAEAndFaceMasks
code used on the paper Face Reconstruction with Variational Autoencoder and Face Masks https://arxiv.org/abs/2112.02139
BiRefNet
[arXiv'24] Bilateral Reference for High-Resolution Dichotomous Image Segmentation
semseg-tools
collection of methods to cope with the semantic segmentation DL tasks
understanding-and-coding-detr
This repo contains the code that explains DETR main concepts of the medium post.
swissknife
My Swiss Knife Tools for Machine Learning / Computer Vision / Colab workflow
ViTMatte
Boosting Image Matting with Pretrained Plain Vision Transformers
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
InSPyReNet
Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)
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.
mseg-semantic
An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"
vision
Datasets, Transforms and Models specific to Computer Vision
CNNVisualizations
Plain implementation of Grad-CAM, gradient ascent, and adversarial examples for semantic segmentation and classification.
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
DeepLabV3Plus-Pytorch
DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes
pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
mmsegmentation
OpenMMLab Semantic Segmentation Toolbox and Benchmark.
TorchSemiSeg
[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision
semanticGAN_code
Official repo for SemanticGAN https://nv-tlabs.github.io/semanticGAN/
ManipulateFacialAttributesUsingVAE
This repo presents the final project for Computer Vision course in INE / UFSC
hugo-tranquilpeak-theme
A gorgeous responsive theme for Hugo blog framework
angularGAN
Supporting code to the paper "Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?"
ai-platform
Open source platform for machine learning tasks
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)