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1. Satellite-Imagery-to-Map-Translation-using-Pix2Pix-GAN-framework Satellite-Imagery-to-Map-Translation-using-Pix2Pix-GAN-framework Public

   PyTorch Implementation of Pix2Pix framework to train a U-Net with Generative Adversarial Network to map Satellite Imagery to an equivalent Map.

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2. RL4Suspension-ICMLA23 RL4Suspension-ICMLA23 Public

   Physics-Guided Reinforcement Learning System for Realistic Vehicle Active Suspension Control (IEEE ICMLA 2023)

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3. Lunar-Lander-Double-Deep-Q-Networks Lunar-Lander-Double-Deep-Q-Networks Public

   An AI agent that use Double Deep Q-learning to teach itself to land a Lunar Lander on OpenAI universe

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4. Neural-Network-from-Scratch--Hand-written-Digits-classifier Neural-Network-from-Scratch--Hand-written-Digits-classifier Public

   This is my first Deep Learning project, which is a MNIST hand-written digits classifier. The model is implemented completely from scratch WITHOUT using any prebuilt optimization like Tensorflow or …

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5. Neural-Style-Transfer Neural-Style-Transfer Public

   Apply Gram matrix and pretrained VGG19 Convolutional Neural Network to analyze and draw a picture in given artistic styles.

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6. ConvNet-Activation-Visualization ConvNet-Activation-Visualization Public

   Convolutional Neural Network has proven its impressive effectiveness in Deep Learning, especially Computer Vision. It remarkably reduces the complexity in many Computer Vision tasks and make comple…

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