alexandermelde / sphar-dataset

Surveillance Perspective Human Action Recognition Dataset: 7759 Videos from 14 Action Classes, aggregated from multiple sources, all cropped spatio-temporally and filmed from a surveillance-camera like position.

Hello there 👋

I love to try out new technologies and explore practical applications. Here you can find my open source web and mobile apps, prototypes for my research in the field of AI and computer vision and some handy tools for everyday life.

Some notable examples include:

• a system for the recognition of human actions (🇩🇪) in webcam videos
• a traffic sign recognition (🇩🇪) based on machine learning.
• the SPHAR dataset (🌟) with over 7000 videos for action recognition
• the batch-downloader for heise (🌟), a popular German computer magazines brand
• a clickdummy for the gym rental startup Fortis Studios (🌟) that visualizes their upcoming app
• the YAPF GitHub Action (🌟) to check python code formatting.
• a search engine for pretained ML models (🌟) for image recognition and fine tuning
• student projects about Voice Cloning (🇩🇪), 3D GANs (🇩🇪) and an AR Sudoku Solver (🇩🇪).

You can view my full portfolio and my bio at melde.net (🇩🇪) or follow my LinkedIn (🌟) profile for updates on hackathons and job activities.