Quang-Huy Nguyแป…n (@quanghuy0497)
github

quanghuy0497

Twitter logo Share LinkedIn logo Share Facebook logo Share

Top repositories

1

Transformers4Vision

A summarization of Transformer-based architectures for CV tasks, including image classification, object detection, segmentation, and Few-shot Learning. Keep updated frequently.
104
star
2

Cheatsheet-collection

Cheatsheet collection for Math, ML, DL, AI. Update frequently
Jupyter Notebook
83
star
3

Writing-in-the-Sciences

A Stanford writing course to learn how to write scientific articles in a clear, concise, and effective way
61
star
4

Deep-Learning-Specialization

Coursera's Deep Learning Specialization offered by deeplearning.ai.
Jupyter Notebook
44
star
5

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.
Jupyter Notebook
15
star
6

The_PhD_Guidance

Reasons, motivations, and resources that help pursuing the doctoral degree in Computer Science
12
star
7

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.
8
star
8

MM-Fit_Excercise_Recognition

Some incomplete works with 2D action recognition on MM-Fit dataset using ViT, ViViT, and MLP-Mixer Topics Resources
Jupyter Notebook
4
star
9

Face-Skin-Detection

A simple facial landmark detection using HoG-CNN (via dlib) and Skin detection with HSV-YCbCr colorspace.
Python
4
star
10

ObsNet_OOD_Segmentation

Implementation code of the paper "Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation"
Python
3
star
11

Bayesian_Optimization

Jupyter Notebook
3
star
12

Few-shot_Learning_Papers

A summarization of Few-shot Learning approaches for Computer Vision tasks, including image classification, object detection, and object segmentation. Keep updated frequently.
2
star
13

Machine-Learning-Coursera

MATLAB
2
star
14

TFormer-inpainting

Implementation code of T-former: An Efficient Transformer for Image Inpainting (ACM MultiMedia 2022)
Jupyter Notebook
1
star
15

Resources

My resources for doing research
1
star
16

Competitive-Programing

My competitive programming codes from Codeforces, SPOJ, UVA,...
C++
1
star
17

Co_PSL_unofficial

Jupyter Notebook
1
star
18

obsnet

Implementation code of the paper "Triggering Failures: Out-Of-Distribution detection by learning from local adversarial attacks in Semantic Segmentation"
Python
1
star
19

Headmap_and_Edges

Simple HeatMap with CNNs and Canny Edges from OpenCV
Python
1
star