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Tung Nguyen's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ 50! Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, ... ๐Ÿง 

augmentor icon augmentor

Image augmentation library in Python for machine learning.

awesome-object-detection icon awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

concrete-crack-detection-segmentation icon concrete-crack-detection-segmentation

๐Ÿ“…This repository contains the code for crack detection in concrete surfaces. It is a PyTorch implementation of Deep Learning-Based Crack Damage Detection Using Convolutional Neural Networks

concrete-wall-crack-detection icon concrete-wall-crack-detection

Deep Learning Crack Detection Algorithm for the conference paper "Automated Building Exterior Crack Inspection using UAVs, Open-Source Deep Learning and Photogrammetry"

concrete_crack_detection_and_analysis_sw icon concrete_crack_detection_and_analysis_sw

์ฝ˜ํฌ๋ฆฌํŠธ ๊ตฌ์กฐ๋ฌผ ๊ท ์—ด ํƒ์ง€ ๋ฐ ๋ถ„์„ ์†Œํ”„ํŠธ์›จ์–ด (2018 ๊ธ€๋กœ๋ฒŒ SW ๊ณต๋ชจ๋Œ€์ „ ์ˆ˜์ƒ์ž‘)

crack-detection icon crack-detection

detect and measure the cracks on sleepers based on yolo and image processing

crack-detection-2 icon crack-detection-2

A CNN (Convolutional Neural Network) model to automatically classify images of building construction that show deficient work, with cracking as the focus.

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