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Phuc Phan's Projects

coco-traffic-sign-dataset-generator icon coco-traffic-sign-dataset-generator

This Python script generates a synthetic dataset of traffic sign images in COCO format, intended for training and testing object detection models. The dataset includes various traffic sign overlays placed on diverse background images, offering a wide range of scenarios to enhance model robustness.

deep-detail-network-installation icon deep-detail-network-installation

An installation of Deep Detail Network single-image deraining in the paper "Removing rain from single images via a deep detail network" (CVPR-2017)

derainnet-installation icon derainnet-installation

An installation of DerainNet (Clear) single-image deraining in the paper "Clearing the Skies: A Deep Network Architecture for Single-Image Rain Removal" (TIP-2017)

efficientderain-installation icon efficientderain-installation

An installation of EfficientDerain network in the paper "EfficientDeRain: Learning Pixel-wise Dilation Filtering for High-Efficiency Single-Image Deraining" (https://arxiv.org/abs/2009.09238)

faceprecision icon faceprecision

Faceprecision is a comprehensive face analysis project leveraging advanced deep learning and computer vision techniques. This project includes a modules and source codes for detecting and analyzing various facial attributes such as age, emotion, gender, the presence of a mask, race and skin tone.

jorder-e-installation icon jorder-e-installation

This is the installation, training and validating guide for the "Joint Rain Detection and Removal from a Single Image with Contextualized Deep Networks", TPAMI-2019.

rcdnet-installation icon rcdnet-installation

An installation, training and validating guide for RCDNet in the paper "A Model-driven Deep Neural Network for Single Image Rain Removal (CVPR2020)"

transformer icon transformer

Transformer: PyTorch Implementation of "Attention Is All You Need"

transformer-demo icon transformer-demo

Implement Transformer from scratch with PyTorch for Spanish2English translation task.

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