quanghuy0497

Bayesian_Optimization

Cheatsheet-collection

Cheatsheet collection for Math, ML, DL, AI. Update frequently

Deep-Learning-Specialization

Coursera's Deep Learning Specialization offered by deeplearning.ai.

Face-Skin-Detection

A simple facial landmark detection using HoG-CNN (via dlib) and Skin detection with HSV-YCbCr colorspace.

Few-shot-Learning_Summarization

A summarization of Few-shot Learning approaches for Computer Vision tasks, including image classification, object detection, and object segmentation. Keep updated frequently.

Mask_R-CNN

A modified version of Mask R-CNN based on Matterport's version. Featuring: polygon annotating mask generation and k-fold cross-validation training.

The_PhD_Guidance

Reasons, motivations, and resources that help pursuing the doctoral degree in Computer Science

Transformers4Vision

A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.

Writing-in-the-Sciences

A Stanford writing course to learn how to write scientific articles in a clear, concise, and effective way

Few-Shot-Cosine-Transformer

Few shot learning for human pose estimation

quanghuy0497/Cheatsheet-collection

Cheatsheet collection for Math, ML, DL, AI. Update frequently

quanghuy0497/Transformers4Vision

A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.

quanghuy0497/Writing-in-the-Sciences

A Stanford writing course to learn how to write scientific articles in a clear, concise, and effective way

quanghuy0497/Deep-Learning-Specialization

Coursera's Deep Learning Specialization offered by deeplearning.ai.

quanghuy0497/Mask_R-CNN

A modified version of Mask R-CNN based on Matterport's version. Featuring: polygon annotating mask generation and k-fold cross-validation training.

quanghuy0497/The_PhD_Guidance

Reasons, motivations, and resources that help pursuing the doctoral degree in Computer Science

quanghuy0497/Few-shot-Learning_Summarization

A summarization of Few-shot Learning approaches for Computer Vision tasks, including image classification, object detection, and object segmentation. Keep updated frequently.

quanghuy0497/MM-Fit_Excercise_Recognition

Some incomplete works with 2D action recognition on MM-Fit dataset using ViT, ViViT, and MLP-Mixer Topics Resources

quanghuy0497/Bayesian_Optimization

quanghuy0497/ObsNet_OOD_Segmentation

Implementation code of the paper "Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation"

quanghuy0497/Machine-Learning-Coursera

quanghuy0497/Skin-Segmentation

A modified SegNet Convolutional Neural Net for segmenting human skin

quanghuy0497/Awesome-Out-Of-Distribution-Detection

A professionally curated list of papers, tutorials, books, videos, articles and open-source libraries etc for Out-of-distribution detection, robustness, and generalization

quanghuy0497/Co_PSL_unofficial

quanghuy0497/Few-Shot_Cosine-Transformer

Enhancing Few-shot Image Classification with Cosine Transformer

quanghuy0497/From-0-to-Research-Scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

quanghuy0497/Headmap_and_Edges

Simple HeatMap with CNNs and Canny Edges from OpenCV

quanghuy0497/Paper-Writing-Tips

Paper Writing Tips

quanghuy0497/Resources

My resources for doing research

quanghuy0497/Co-PSL

quanghuy0497/Conky-Widget

My custom Conky widget

quanghuy0497/continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.

quanghuy0497/crawl-original-google-images

python scripts for crawling original image from Google Images

quanghuy0497/Gradient-Information-BayesOpt

Implementation code of the paper "Local policy search with Bayesian optimization"

quanghuy0497/quanghuy0497

quanghuy0497/quanghuy0497.github.io

quanghuy0497/Segmenter

Implementation code of "Segmenter: Transformer for Semantic Segmentation"

quanghuy0497/siren

quanghuy0497/TabPFN

⚡ TabPFN: Foundation Model for Tabular Data ⚡

quanghuy0497/Web_Crawler

Crawling images and text on website using BeautifulSoup, Urllib and ChromeDriver