저는 AI를 공부하는 학생입니다.
I am a student who studies artificial intelligence.
My Github
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💫 Classification- ResNet 34 github : https://github.com/yhy258/Resnet_34
- Stochastic Depth github : https://github.com/yhy258/Stochastic_depth_resnet50
- EfficientNet github : https://github.com/yhy258/pytorch_EfficientNet
- ViT github : https://github.com/yhy258/ViT-Simple
- SpinalNet(VGG5) github : https://github.com/yhy258/Spinal_VGG_MNIST
- MLP-Mixer github : https://github.com/yhy258/MLPMixer-pytorch
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💫 Image Generation💫 GAN- FID, IS (Evaluate GAN) github : https://github.com/yhy258/Pytorch_FID_IS_FOR_GAN
- Conditional GAN github : https://github.com/yhy258/ConditionalGAN
- FARGAN github : https://github.com/yhy258/Simple_FARGAN
- CircleGAN github : https://github.com/yhy258/Simple-Circle-GAN
- Fast GAN github : https://github.com/yhy258/SIMPLE_FASTGAN
💫 VAE https://github.com/yhy258/VariationalAutoEncoders-Pytorch- Standard VAE github : https://github.com/yhy258/VariationalAutoEncoders-Pytorch/blob/master/standard_vae.py
- beta VAE github : https://github.com/yhy258/VariationalAutoEncoders-Pytorch/blob/master/beta_VAE.py
- VQ VAE github : https://github.com/yhy258/VariationalAutoEncoders-Pytorch/blob/master/vq_vae.py
💫 Flow https://github.com/yhy258/Flow-based-Pytorch💫 Super Resolution- SRCNN github : https://github.com/yhy258/SRCNN
- SRGAN github : https://github.com/yhy258/SRGAN
- EDSR, MDSR blog : https://deepseow.tistory.com/8?category=947210
- SRFBN blog :https://deepseow.tistory.com/10?category=947210
💫 Score Matching Based Model- NCSN github : https://github.com/yhy258/NCSN_pytorch
- Score SDE(VESDE) github : https://github.com/yhy258/NCSN_pytorch/blob/main/VE_SDE_tutorial.ipynb
- Solving Inverse Problem (VESDE) github : https://github.com/yhy258/NCSN_pytorch/blob/main/Solving_Inverse_Problem_Given_Partial_Measurement.ipynb
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💫 Unsupervised Learning- Context Prediction github : https://github.com/yhy258/context_prediction_stl10
- Simple MoCo v1. (Non Parallel) github : https://github.com/yhy258/MoCo_v1_cifar10
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💫 Image Tracking Study- SSD Object Detection github : https://github.com/yhy258/ImageTrackingStudy/blob/main/SSD.ipynb
- SORT Algorithm with explanation github : https://github.com/yhy258/ImageTrackingStudy/blob/main/SORT.ipynb
- Tracktor github : https://github.com/yhy258/ImageTrackingStudy/blob/main/Tracktor.ipynb
- SiamFC github : https://github.com/yhy258/ImageTrackingStudy/blob/main/SiamFC.ipynb
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💫 Domain Adaptation -
💫 3D- PointNet github : https://github.com/yhy258/pytorch-PointNet
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💫 NLP- BERT github : https://github.com/yhy258/BERT_colab_study
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💫 개인 ML Study- Kmeans Clustering github : https://github.com/yhy258/ML_Study/blob/main/2d_clustering.ipynb
- GMM(Gaussian Mixture Model) github : https://github.com/yhy258/ML_Study/tree/main/GMM
- Samplings github : https://github.com/yhy258/ML_Study/blob/main/Samplings.ipynb
- DPMM(Dirichlet Process Mixture Model) github : https://github.com/yhy258/ML_Study/blob/main/DPMM.ipynb
- GPR(Gaussian Process Regression) github : https://github.com/yhy258/ML_Study/tree/main/GPR
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💫 개인 Numerical Method Study- Solving Non Linear Equation (Bisection, Newton Method) github : https://github.com/yhy258/Numerical_Method/tree/main/Solving_Nonlinear_Equation
- Solving Linear System github : https://github.com/yhy258/Numerical_Method/tree/main/Solving_Linear_System
- Eigenvectors github : https://github.com/yhy258/Numerical_Method/tree/main/Eigenvectors
- Interpolation github : https://github.com/yhy258/Numerical_Method/tree/main/Interpolation
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⭐️ From Seow !
Credit: Seow
Last Edited on: 18/07/2022