Simon Thomine

Pensées en Vrac Entre deux rangs de vigne, je fais mûrir des idées 🍇
Aux deux extrêmes, les philosophes et les paysans se retrouvent en ce qui concerne la tranquillité et le bonheur. Montaigne

Deep Learning Course in French aims to teach deep learning from scratch, requiring only basic Python and math knowledge. It offers a comprehensive introduction to core deep learning principles within a single GitHub repository with various notebook lessons. Making AI accessible to a wider audience is crucial in today’s world, given AI's growing presence in our daily lives.

3rd Place Cytologia Data Challenge. I participated in the Cytologia Data Challenge to contribute to advancing hematological diagnostics through AI. My goal was to detect and classify white blood cells in images from blood smears, and I am proud to have secured a third-place finish. ,winning a prize of 5000€.

Industrial Defect Generator a new library dessigned to generate synthetic industrial defects based on proposed methods from the litterature.

Distillation Industrial Anomaly Detection regroups advanced methods utilizing knowledge distillation for industrial unsupervised anomaly detection.

Industrial textile dataset introduces a new fabric anomaly dataset with 10 textile categories captured using high-resolution factory cameras.

Implementation of the paper "Remembering Normality: Memory-guided Knowledge Distillation for Unsupervised Anomaly Detection".