Hi 👋,
I am Andrea, a passionate person who loves to study and discorver.
I've started a Ph.D. about 🌱 Graph Neural Networks and Document Understanding in 2020, based in 📍 Universtà degli Studi di Firenze, Florence. I have also been working one year as a visiting researcher at the Computer Vision Center (CVC) in Barcelona, for a joint program between our labs. At the start of 2023 I have been entitled as IAPR International Scholar winning the IAPR RESEARCH SCHOLARSHIPS.
On my github you can find several repos / projects, that I have been working on through the last five years.
I used to work on Machine Learning 🧠, Games 🕹️ and Softwares 💾
- 🧠 Doc2Graph: transforms your documents into graphs and exploit a GNN to solve several tasks. (🔗 repo | 📄 paper)
- 🧠 GNN-TableExtraction: a graph-based technique to extract tables from scientific papers. (🔗 repo | 📄 paper)
- 🧠 DA-GraphTab: data augmentation for graph structures (🔗 repo | 📄 paper)
- 🧠 cte-dataset: a dataset for Contextualized Table Extraction (🔗 repo | 📄 paper)
- 🕹️ guessmylanguage: a team-based game to annotate handwritings (🔗 repo)
- 🧠 Action-recognition-by-2D-skeleton-analysis: a computer vision project to recognize actions in a scene, analyzing the movement of people skeleton. (🔗 repo | 📄 report)
- 🧠 Flying-Objects-Detection-and-Recognition: a computer vision project aiming at detecting UAVs in airport spaces. (🔗 repo | 📄 report)
- 🧠 Floorplan-Text-Detection-and-Recognition: automatic detection and recognition of text in floorplan images, e.g. rooms' names (🔗 repo | 📄 report)
- 💾 lapis: a tool to organize professors and students meetings (🔗 repo | 📄 report)
- 💾 OnlineShopSimulator: a TDD project, simulating an online shop (🔗 repo)
- 🕹️ Escape-Room-VR: a 3D escape room game developed using an Oculus Rift (🔗 repo)
- 🕹️ gameoflife: the famous game developed using Kivy (🔗 repo)
- 🕹️ FightGPT: an RPG game developed using ChatGPT (🔗 repo)
- 💾 andreagemelli.github.io: my portoflio website (🔗 repo)
You can write me at ✉️ gemelli.andrea@hotmail.com
Get to know more about me on my Web Page
