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fast_neural_style_transfer

Implementation of the fast neural style transfer algorithm on Keras. Includes Jupyter notebooks, terminal and web apps.

fcn

segmentation

hev_ems_dp

Implementation of Dynamic Programming for Energy Management of Hybrid Electric Vehicle

hev_rule_based

Rule based strategy for energy management of Hybrid Electric Vehicle in Simulink

hyperparameter-optimization

Implementation of Bayesian Hyperparameter Optimization of Machine Learning Algorithms

ilios-3d-model-generation

This will be an image based reconstruction model for generating 3D volume approximations from 2D monocular image feeds.

image-editing-using-gan

Developing an image editing application to edit images to have a desired attribute using Generative Adversarial Networks(DCGAN and CycleGAN) (https://tandon-a.github.io/Image-Editing-using-GAN/)

insightface

Face Analysis Project on MXNet

interactive-projection-homework

研一上学期互动投影作业

learning_python

Practice of Python Coding

machine-learning

Content for Udacity's Machine Learning curriculum

makemydataset

Video to Images

mathematical_model_for_event_related_potential_signals

matlab_code-ufldl-exercise-

My UFLDL EXERCISE CODE

mobileface

A face recognition solution on mobile device.

monodepth2

[ICCV 2019] Monocular depth estimation from a single image

multi-agent-rl

multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

nanonets-ocr-sample-python

NanoNets OCR API Example for Python

neural_style_transfer

Neural Style Transfer (Use your own Images and Videos)

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

numpy-100

100 numpy exercises (with solutions)

oasis

Code for the CVPR 2020 paper "OASIS: A Large-Scale Dataset for Single Image 3D in the Wild"

openpose

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

optimizing-phev-battery-use

Utilizing dynamic programming, I optimally schedule electric battery usage for a plug-in hybrid electric vehicle to minimize fuel consumption.

ossdc-visionai-core

OSSDC Vision AI - a platform for live testing and developing of computer vision and artificial intelligence algorithms targeting robotics, home automation and autonomous vechicles

packit

Code for reproducing results in ICML 2020 paper "PackIt: A Virtual Environment for Geometric Planning"

perceptual-autoencoders

Experiments with perceptual loss and autoencoders.

perceptualsimilarity

LPIPS metric. pip install lpips

pfld-pytorch

PFLD pytorch Implementation