Face Alignment using python

Last update: Nov 23, 2022

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Overview

Face Alignment

Face Alignment using python

Input Image	Aligned Face	Aligned Face	Aligned Face

Input Image	Aligned Face	Input Image	Aligned Face

Installation

Install required packages

pip install -r requirements.txt

Inference

This code processes an image and output to a directory:

python3 align_image.py --input ./input/friends.jpg --output ./output

or run following command to align face image using imutils package:

python3 align_image_2.py --input ./input/friends.jpg --output ./output

Owner

Sajjad Aemmi

Machine Learning Engineer @ ParsTech - Master of AI @ Ferdowsi University of Mashhad - Teacher @ Sadjad University - WebDeveloper - Graphist

GitHub Repository

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Face Alignment using python

Related tags

Overview

Face Alignment

Installation

Inference

Owner

Sajjad Aemmi

[CVPR 21] Vectorization and Rasterization: Self-Supervised Learning for Sketch and Handwriting, IEEE Conf. on Computer Vision and Pattern Recognition (CVPR), 2021.

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Optimizing DR with hard negatives and achieving SOTA first-stage retrieval performance on TREC DL Track (SIGIR 2021 Full Paper).

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Text Extraction Formulation + Feedback Loop for state-of-the-art WSD (EMNLP 2021)

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Build and run Docker containers leveraging NVIDIA GPUs

Building a real-time environment using webcam frame division in OpenCV and classify cropped images using a fine-tuned vision transformers on hybryd datasets samples for facial emotion recognition.

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Pytorch implementation AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

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pytorch implementation of fast-neural-style

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