Jou-ching (George) Sung

Results 10 repositories owned by Jou-ching (George) Sung

ssd_tensorflow_traffic_sign_detection

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Implementation of Single Shot MultiBox Detector in TensorFlow, to detect and classify traffic signs

road_lane_line_detection

303
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Find lane lines on the road using Python and OpenCV, applying Canny edge detectors and Hough line transforms

behavioral_cloning

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Deep learning to train an autonomous vehicle to mimic human driving

deep_rl_acrobot

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TensorFlow A2C to solve Acrobot, with synchronized parallel environments

TD3

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Benchmarking TD3 and DDPG on PyBullet

traffic_sign_classification_german

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Traffic sign classification for the German Traffic Sign Dataset

vehicle_detection_hog_svm

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Vehicle detection using HOG + SVM and sliding windows

LLM-WikipediaQA

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10
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Document Q&A on Wikipedia articles using LLMs

llm_qlora

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40
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Fine-tuning LLMs using QLoRA