Carlos Antonio Bertoncelli Júnior's Projects
Repository with Additive Angular Margin Implementation for Tf 2.0 / tf.keras. Custom Layer Loss implementation for Face Recognition Models.
CBAM implementation on Keras
Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511
Synthetic Dataset Generation: Recovering Homography from Camera Captured Documents
FaceNet modification to run on TensorFlow 1.15.2, with a few changes on the training scripts
A free and open-source MMORPG server emulator written in C++
A collection of useful .gitignore templates
A simple script increase image data adding noise and rotation
A simple python application to label object detection for Faster RCNN
libfaceid is a research framework for prototyping of face recognition solutions. It seamlessly integrates multiple detection, recognition and liveness models w/ speech synthesis and speech recognition.
A model server boilerplate for tensorflow & scikitlearn models
----
A boilerplate service for recommendation using vowpal wabbit (reinforcement learning algorithm)
Implementation of my paper "Real-time Document Localization in Natural Images by Recursive Application of a CNN."
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
Tensorflow-Keras implementation of SimCLR: Simple Framework for Contrastive Learning of Visual Representations by Chen et al. (2020)
Tensorflow 2.0 suite for Training and Transfer-Learning
Tensorflow 2.0 CAM (Class Activation Maps) - Visualization for CNN models using h5 model files
A repository that contains several ways of getting word embeddings by using TensorFlow models with different approaches.
tensorflow serving client without tensorflow dependencies
A simple backend application that creates short URLs based on long URLs provided by the user. The service is built using TypeScript, Node.js, and Express.