Mattia Soldan's Projects
AAAI‘20 - Learning 2D Temporal Localization Networks for Moment Localization with Natural Language
A curated list of grounding natural language in video and related area. :-)
Folder / directory structure options and naming conventions for software projects
Deep learning approach to Gait Anomaly Detection on smartphone acquired data. #RNN #CNN #gait #smartphone #inertialdata
Video Feature Extraction Code for EMNLP 2020 paper "HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training"
MAD: A Scalable Dataset for Language Grounding in Videos from Movie Audio Descriptions
A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text
Template repository for a Python 3-based (data) science project with GPU acceleration using the PyTorch ecosystem.
Code developed for job interview. Time provided < 7 days.
An easy-to-use tool to extract frames from video and store into database.
VLG-Net: Video-Language Graph Matching Networks for Video Grounding
Final project for Wireless Systems and Networks (WSN) course.