Phuc Phan's repositories
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
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.
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.
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)
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)
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)
Remove-Rain-From-Images-With-Autoencoder
Add rain effect to normal images data, train Keras autoencoder model for removing rain from images.
Dummy-RTSP-Stream-From-Videos
Create dummy RTSP streams from video files.
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)"
Self-Driving-DonkeyCar-Custom-Training
Create a custom model for training autonomous donkeycar.
Car-Detection-YOLOv8
Just an example of using YOLOv8 for car detection
Grad-CAM-Example
Example implementation of Grad-CAM
Uncertainty-Sampling-Active-Learning-Example
An Uncertainty Sampling Active Learning Example
facenet
Face recognition using Tensorflow
frigate
NVR with realtime local object detection for IP cameras
Google-Colab-Executing-Tasks-in-Parallel-
A short tutorial to executing parallel tasks in Google Colab
Simple-Capsule-Network
Simple implementation of CapsNet in Tensorflow 2.0
transformer
Transformer: PyTorch Implementation of "Attention Is All You Need"
Transformer-Demo
Implement Transformer from scratch with PyTorch for Spanish2English translation task.
Vision-Transformer-Demo
Basic Vision Transformer implementation from Scratch and Fine-tuning pretrained ViT using Tensorflow 2.0 Keras.