4 open source projects by mpatacchiola

Computer Vision library for human-computer interaction. It implements Head Pose and Gaze Direction Estimation Using Convolutional Neural Networks, Skin Detection through Backprojection, Motion Detection and Tracking, Saliency Map.

✭ 1,552

python convolutional-neural-networks cnn face-detection motion-detection particle-filter human-computer-interaction saliency-map motion-tracking skin-detection color-detection head-pose-estimation histogram-comparison histogram-intersection

2. Self Supervised Relational Reasoning

Official PyTorch implementation of the paper "Self-Supervised Relational Reasoning for Representation Learning", NeurIPS 2020 Spotlight.

✭ 89

python deep-learning deep-neural-networks unsupervised-learning

3. Dissecting Reinforcement Learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

✭ 512

python reinforcement-learning neural-networks deep-reinforcement-learning genetic-algorithm actor-critic q-learning

4. pyERA

Python implementation of the Epigenetic Robotic Architecture (ERA). It includes standalone classes for Self-Organizing Maps (SOM) and Hebbian Networks.

✭ 68

python som artificial-neural-networks hebbian-learning self-organizing-map

1-4 of 4 user projects