Sean Kim (@kimx3314)
github

kimx3314

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Top repositories

1

Stanford-Cars-Dataset-Vehicle-Recognition

Transfer Learning using state-of-the-art CNN architectures (ResNet34 and Xception). Class engineering, learning rate/weight decay tuning and one-cycle policy are implemented.
Jupyter Notebook
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2

GTSRB-Traffic-Sign-Recognition-Part2

Traffic Sign Recognition Project Part II focusing on RandomForest and SVM. HOG features are introduced. Combinations of feature extraction and feature selection/PCA are analyzed.
Jupyter Notebook
2
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3

PaDiM-Patch-Distribution-Modeling

Jupyter Notebook
1
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4

Reinforcement-Learning

Reinforcement Learning in OpenAI Gym and custom simulator environments.
Python
1
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5

Face-Detection-and-Recognition

Face detection and recognition (based on facial landmarks) using cv2, face_recognition and dlib's shape predictor.
Python
1
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