Backward propagation using matrix notations

An explanation of the mathematics behind backward propagation.

PAMAI : Passive Acoustic Monitoring Using AI

Introduction Pteropus dasymallus or flying foxes (from the {Pteropus Genus) is an insular solitary island fruit bat inhabiting the Ryukyu archipelago in Japan and some Taiwanese islands. The important and widespread decline of this species, while mostly related to habitat loss and hunting 1 2 3 , raises concern about their level of protection. Currently, $ 60 \%% $ of Pteropus for which data are available are listed as vulnerable, endangered or critically endangered on the IUCN (2020) Red List4.

PAMAI : Audio Event Detection

My most recent results are available! I implemented the SincNet in Pytorch! My results were logged using , an amazing visualisation tool for sweeps. The dataset is, for now, a third of the Egyptian FruitBat dataset. Soon, I will add other animal recordings in order to asset the generalisation performances of my network! I will also compute the IoU for the best classes, and shall compare this implementation with my trainings on YOLOR (You Only Learn One Reprensentation) which I previously implemented.

PAMAI : Speaker Recognition

Reinforcement learning, lesson 1

How to model an RL problem: Markov Decision Processes

Reinforcement learning, lesson 2

How to model an RL problem: Dynamic programming

Computer Vision and Object Recognition, lesson 1

How to model an RL problem: Markov Decision Processes

Computer Vision and Object Recognition, lesson 3

How to model an RL problem: Markov Decision Processes

Deep Learning, lesson 1

Comparing activation functions

Semantic Segmentation for cars

Table Structure Recognition