GabrielDornelles
ML Engineer | Computer Vision
@fundacaocertiSapucaia do Sul, Rio Grande do Sul, Brazil.
Pinned Repositories
anime-recommender
Simple synopsis based recommender built with FastAPI. Embeddings are projected with Bigbird-ROBERTA, kNN and SVM supported for recommendations.
deep-anomaly-classification
A clean Pytorch re-implementation of the paper Deep One-Class Classification extending it to 128x128 resolution.
deep-learning
A collection of deep learning implementations in Pytorch among different domains
modern-computer-vision
My highly visual course to introduce the mathematics behind the modern computer vision. From linear classifiers to convnets.
Pix2Pix
A Pytorch implementation of the paper Image-to-Image Translation with Conditional Adversarial Networks.
pytorch-ocr
Simple Pytorch framework to train OCRs. Supports CRNNs, Attention, CTC and Cross Entropy Loss.
RTSP-Camera-Object-Detection-Api
An API for IP camera video streaming and object detection with DETR or Faster-RCNN
Smart-Kart-functions-and-data
TWEANNS/NEAT Evolutionary Neural Nets driving on 10 different Mario Kart 64 tracks.
yolov1
Pytorch implementation of "You Only Look Once: Unified, Real-Time Object Detection" paper from 2015.
yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
GabrielDornelles's Repositories
GabrielDornelles/pytorch-ocr
Simple Pytorch framework to train OCRs. Supports CRNNs, Attention, CTC and Cross Entropy Loss.
GabrielDornelles/modern-computer-vision
My highly visual course to introduce the mathematics behind the modern computer vision. From linear classifiers to convnets.
GabrielDornelles/deep-anomaly-classification
A clean Pytorch re-implementation of the paper Deep One-Class Classification extending it to 128x128 resolution.
GabrielDornelles/RTSP-Camera-Object-Detection-Api
An API for IP camera video streaming and object detection with DETR or Faster-RCNN
GabrielDornelles/anime-recommender
Simple synopsis based recommender built with FastAPI. Embeddings are projected with Bigbird-ROBERTA, kNN and SVM supported for recommendations.
GabrielDornelles/Pix2Pix
A Pytorch implementation of the paper Image-to-Image Translation with Conditional Adversarial Networks.
GabrielDornelles/Smart-Kart-functions-and-data
TWEANNS/NEAT Evolutionary Neural Nets driving on 10 different Mario Kart 64 tracks.
GabrielDornelles/yolov1
Pytorch implementation of "You Only Look Once: Unified, Real-Time Object Detection" paper from 2015.
GabrielDornelles/asm_learning
Some scripts written in linux x86 assembly
GabrielDornelles/deep-learning-template
A deep learning template project for re-using parts or the whole of it.
GabrielDornelles/detection-transformer-pl
PyTorch Lightning implementation of Facebook DETR on Pascal VOC 2012 Dataset
GabrielDornelles/deep-learning
A collection of deep learning implementations in Pytorch among different domains
GabrielDornelles/commands-descriptions-and-files
commands and files in my main machine
GabrielDornelles/CRAFT-pytorch
Official implementation of Character Region Awareness for Text Detection (CRAFT)
GabrielDornelles/gabrieldornelles.github.io
https://gabrieldornelles.github.io/
GabrielDornelles/helix
A post-modern modal text editor.
GabrielDornelles/Hub
Dataset format for AI. Easily build and manage datasets for machine and deep learning. Stream data real-time & version-control it. https://activeloop.ai
GabrielDornelles/Image-processing
2D BGR Convolution with Sobel operator on C for educational purposes.
GabrielDornelles/image-to-text-transformer
end-to-end image captioning with vit + transformer
GabrielDornelles/math
Mathemagics implementations
GabrielDornelles/math-2
Julia implementations learned through MIT 18.S191 Fall 2020
GabrielDornelles/MK8-AutoPilot
A Convolutional Neural Net for Steering control at Mario Kart 8
GabrielDornelles/model-implementations
implementing ml architectures and training algorithms
GabrielDornelles/pytorch-object-detection-fundamentals
This repository is a pytorch implementation of a classifier + single object detector model.
GabrielDornelles/server-client
Basic server to N clients in C sockets.
GabrielDornelles/SEULGI-SR
A Discord bot connected with your virtual assistant someday.
GabrielDornelles/softmax-classifier
CS231n material / A numpy vectorized and non-vectorized full implementation of Cross entropy loss and backpropagation on cifar-10 + numpy neural nets
GabrielDornelles/stm32_vga_monitor
GabrielDornelles/tutorials
PyTorch tutorials.
GabrielDornelles/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite