Ngoc-Trung Tran's repositories
sdm_face_alignment
The Matlab implementation of Supervised Descent Method (SDM) for Face Alignment.
All-About-the-GAN
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome_3DReconstruction_list
A curated list of papers & ressources linked to 3D reconstruction from images.
best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
coding-interview-university
A complete computer science study plan to become a software engineer.
flashlight
A C++ standalone library for machine learning
genadv_tutorial
TensorFlow tutorial on Generative Adversarial Models
improved_wgan_training
Code for reproducing experiments in "Improved Training of Wasserstein GANs"
Machine-Learning-Collection
A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)
Object-Detection-Metrics
Most popular metrics used to evaluate object detection algorithms.
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
pytorch-cifar100
Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)
pytorch-gan-collections
PyTorch implementation of DCGAN, WGAN-GP and SNGAN.
pytorch-lightning
The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.
PyTorch-StudioGAN
StudioGAN is a Pytorch library providing implementations of representative Generative Adversarial Networks (GANs) for conditional/unconditional image generation.
pytorch-wgan
Pytorch implementation of DCGAN, WGAN-CP, WGAN-GP
really-awesome-gan
A list of papers on Generative Adversarial (Neural) Networks
stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
tech-interview-handbook
💯 Curated interview preparation materials for busy engineers
tntrung.github.io
Build a Jekyll blog in minutes, without touching the command line.
ufldl_tutorial
Deep Neural Network implementations for learning purpose.
zenml
ZenML 🙏: MLOps framework to create reproducible ML pipelines for production machine learning.