⚙️ Projects
⚙️ Projects
This section documents research software, evaluation platforms, academic challenges, and funded projects. Associated research outputs are listed under Publications.
Research Software
Darknet-Cross
Lightweight Deep Learning Framework for Heterogeneous Computing
A cross-platform acceleration framework developed for Android and Ubuntu across mobile and desktop GPUs. This work formed the engineering component of my master’s thesis at HKU.
Research Platforms
VideoCube / MGIT
Evaluation infrastructure for the Global Instance Tracking and Multi-modal Global Instance Tracking studies published at TPAMI 2023 and NeurIPS 2023. The platform supports dataset access, tracker registration, standardized submission, and reproducible evaluation.
SOTVerse / VLTVerse
A task-space evaluation platform for the SOTVerse and VLTVerse research program, including the study published in IJCV 2024. It provides structured evaluation across tracking scenarios, target categories, and linguistic specifications.
BioDrone
Benchmark and evaluation infrastructure for real-world drone tracking research, including the BioDrone study published in IJCV 2024. It supports dataset access, standardized benchmarking, and comparative evaluation.
GOT-10k
Long-term maintenance of the large-scale evaluation platform supporting the GOT-10k research published in TPAMI 2021. It provides benchmark access, tracker registration, result submission, and evaluation services.
Challenges
Hislopvision Challenge
Organization of the Hislopvision track for the 3rd High-speed and Low-power Visual Understanding Challenge at PRCV 2023, with participating teams from Tsinghua University, Beijing Institute of Technology, and Jilin University.
Cell Tracking Challenge
Our method ranked second on Fluo-C2FL-MSC+ and third on Fluo-C2FL-Huh7, based on the challenge rankings recorded in October 2023.
Funded Research Project
Human-Computer Interaction in Intelligent Education
Proposal development and project delivery for a study funded by the 2023 Intelligent Education PhD Research Fund at the Shanghai Institute of AI Education, East China Normal University.