GabrielDornelles/deep-learning-template

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Python
License
MIT License
Created over 1 year ago
Updated over 1 year ago

GabrielDornelles/deep-learning-template

GabrielDornelles

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A deep learning template project for re-using parts or the whole of it.

pytorch-ocr

Simple Pytorch framework to train OCRs. Supports CRNNs, Attention, CTC and Cross Entropy Loss.

modern-computer-vision

My highly visual course to introduce the mathematics behind the modern computer vision. From linear classifiers to convnets.

Jupyter Notebook

deep-anomaly-classification

A clean Pytorch re-implementation of the paper Deep One-Class Classification extending it to 128x128 resolution.

RTSP-Camera-Object-Detection-Api

An API for IP camera video streaming and object detection with DETR or Faster-RCNN

anime-recommender

Simple synopsis based recommender built with FastAPI. Embeddings are projected with Bigbird-ROBERTA, kNN and SVM supported for recommendations.

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.

Pix2Pix

A Pytorch implementation of the paper Image-to-Image Translation with Conditional Adversarial Networks.

Python-Youtube-TimeStamp-based-playlist-extension-for-Streamlabs-OBS

asm_learning

Some scripts written in linux x86 assembly

ResNet-18-PyTorch-Transfer-Learning-Cats-and-Dogs-breed-classification

A Transfer Learning model based on ResNet-18 to classify cats and dogs beetween 38 different breeds with 78.7% accuracy

Jupyter Notebook

detection-transformer-pl

PyTorch Lightning implementation of Facebook DETR on Pascal VOC 2012 Dataset