Applied Scientist II at Amazon @amazon-science
EPI-Python-Solution. Solutions to "Elements of Programming Interviews in Python: The Insiders' Guide"
86recovering-unbiased-scene-graphs. Official implementation of "Recovering the Unbiased Scene Graphs from the Biased Ones" (ACMMM 2021)
78fast-rcnn. Train (fine-tune) Fast R-CNN on your own dataset - step by step
74show-attend-and-tell. [Python 3] Tensorflow implementation of "Show, Attend and Tell: Neural Image Caption Generation with Visual Attention"
65zero-shot-indoor-localization-release. The official code and datasets for "Zero-Shot Multi-View Indoor Localization via Graph Location Networks" (ACMMM 2020)
64VidHOI. Official implementation of "ST-HOI: A Spatial-Temporal Baseline for Human-Object Interaction Detection in Videos" (ACM ICMRW 2021)
61Scene-recognition-with-bag-of-words. Scene recognition with bag of SIFT and Support Vector Machine (SVM)
44CS5242-Neural-Network-and-Deep-Learning-Assignments. Assignments of CS5242 Neural Network and Deep Learning (2017 Fall) at NUS.
26RVL-BERT. The official code for "Visual Relationship Detection with Visual-Linguistic Knowledge from Multimodal Representations" (IEEE Access, 2021)
18Image-Filtering-and-Hybrid-Images. Image filtering and hybrid images
12Machine-Learning-Notes. Draft of Machine Learning Notes for CS5339 Machine Learning at NUS.
9UEE2304-Data-Structure. Lecture Data Structure at NCTU in 2015 fall
6A-Fast-Method-of-Visual-Words-Assignment-of-Bag-of-Features-for-Object-Recognition. M.-J. Chiou, T. Yamasaki and K. Aizawa, "A Fast Method of Visual Words Assignment of Bag-of-Features for Object Recognition", MIRU 15th, July 2015
6leetcode-python. My python solutions to selected problems on Leetcode
5P-GNN. Position-aware Graph Neural Networks
2Singapore-Housing-Price-Prediction. Codebase of Singapore Housing Price Prediction Competition on Kaggle (In-Class), CS5339 Machine Learning at NUS.
2GitHubGraduation-2022. Join the GitHub Graduation Yearbook and "walk the stage" on June 11.
1AlphaPose. AlphaPose for VidHOI
1machine-learning-engineering-for-production-public. Jupyter Notebook
1J.A.RPGame. Final team project of "Augmented reality and virtual reality", 2016 spring in National Chiao Tung University
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