Rafael Toledo (tldrafael)

tldrafael

Geek Repo

Location:Florianópolis

Home Page:rtoledo.me

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Rafael Toledo's repositories

FaceReconstructionWithVAEAndFaceMasks

code used on the paper Face Reconstruction with Variational Autoencoder and Face Masks https://arxiv.org/abs/2112.02139

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VAD-LTSE

Voice Activation Detection - Long Term Spectral Estimation

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CNNVisualizations

Plain implementation of Grad-CAM, gradient ascent, and adversarial examples for semantic segmentation and classification.

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ManipulateFacialAttributesUsingVAE

This repo presents the final project for Computer Vision course in INE / UFSC

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understanding-and-coding-detr

This repo contains the code that explains DETR main concepts of the medium post.

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ai-platform

Open source platform for machine learning tasks

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angularGAN

Supporting code to the paper "Conditional GANs for Multi-Illuminant Color Constancy: Revolution or Yet Another Approach?"

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AzurePresentationWithShinyApp

Implementing azure services with shiny apps and a workload of training model

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DeepLabV3Plus-Pytorch

DeepLabv3 and DeepLabv3+ with pretrained weights for Pascal VOC & Cityscapes

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hugo-tranquilpeak-theme

A gorgeous responsive theme for Hugo blog framework

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InSPyReNet

Official PyTorch implementation of Revisiting Image Pyramid Structure for High Resolution Salient Object Detection (ACCV 2022)

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keras-yolo3

A Keras implementation of YOLOv3 (Tensorflow backend)

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mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

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mseg-semantic

An Official Repo of CVPR '20 "MSeg: A Composite Dataset for Multi-Domain Segmentation"

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pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

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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.

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segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

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semanticGAN_code

Official repo for SemanticGAN https://nv-tlabs.github.io/semanticGAN/

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semseg-tools

collection of methods to cope with the semantic segmentation DL tasks

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swissknife

My Swiss Knife Tools for Machine Learning / Computer Vision / Colab workflow

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TorchSemiSeg

[CVPR 2021] Semi-Supervised Semantic Segmentation with Cross Pseudo Supervision

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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vision

Datasets, Transforms and Models specific to Computer Vision

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ViTMatte

Boosting Image Matting with Pretrained Plain Vision Transformers

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