TensorFlow

The goal is to find the best algorithm for content-based image retrieval. Demo available: https://sch-cbir-benchmark.herokuapp.com/

Deep Learning for All

Annonymizing facial footprints - anonyME allows users to inoculate their personal images against unauthorized machine learning models, with minimal distortion of the input image, and no need for prior machine learning knowledge.

[Experiment] Mask / filter your face while on a video call / browsing the web with a virtual camera.

The project allows you to detected cops and parking enforcement officers via a remote webcam and performs tasks accordingly like alert you or activate parking payment if you forgot.

Spam messages recognition AI. With Flask website example

Une table connectée qui détecte les objets posés au-dessus d'elle.

Playground to get started with training NN on azure cloud

Established the LeNet-5 model by using TensorFlow framework to model training/testing/validation for MNIST handwriting datasets recognition.

Reconstructed the CNN Yolo-v3 from recovering the official pretraining model to the transfer learning for the model training/testing/validation for custom objects recognition.

docker nuxt flask

A simple calculator, but with no buttons. It takes its inputs with a raspicamera and analyse it using machine learning. This project is made possible by M. Kromer.

Multimodal Brain Tumor Segmentation (BRATS) Challenge 2019

Training of deep networks for medical image segmentation tasks Network and training strategy that relies on the strong use of data augmentation

Haruspex is a Convolutional Neural Network capable of recognizing and predicting secondary structure elements and nucleotides in Cryo-EM reconstruction density.

An application that generates Singapore news headlines using a neural network trained on news headlines from a newspaper in Singapore. The dockerized API application served using Flask, gunicorn, and Nginx.

Machine Learning examples

Experiments with tensorflow v1 for building models using a hyperparameter dictionary like tuple. The project is WIP and capsule layers do not compile properly. This work predated gin-config and has since been archived.

replicated sentiment analysis https://github.com/bentrevett/pytorch-sentiment-analysis/blob/master/1%20-%20Simple%20Sentiment%20Analysis.ipynb