Generative_Image_Rotation: Using Pix2Pix cGAN to transform randomly oriented Protoplanetary Disk images into standardized face-on views for astronomical research.
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Updated
Aug 2, 2024 - Jupyter Notebook
Generative_Image_Rotation: Using Pix2Pix cGAN to transform randomly oriented Protoplanetary Disk images into standardized face-on views for astronomical research.
This project implements an image-to-image translation model using the Pix2Pix architecture with TensorFlow. The goal is to generate realistic images from input images using the TU-Graz dataset.
Utilize a MobileNetV2 encoder and Pix2Pix decoder to perform precise semantic segmentation, distinguishing objects in images, such as identifying flooded areas in flood images. The purpose is to enable accurate object delineation for applications like disaster response and environmental monitoring.
The GAN Book: Train stable Generative Adversarial Networks using TensorFlow2, Keras and Python.
An implementation of pix2pix GAN to improve Xray image quality
pix2pix demo that learns from facial landmarks and translates this into a face
Open-source tool for removing stars from deep sky images.
Study and Try Pix2Pix (cGAN Loss, L1 Loss, Unet, Patch GAN, PSNR) with KITTI dataset for Denoising and Super-Resolution
An experiment on pix2pix GAN
🎮 Remove focus from an image using IA - Pix2Pix
Generating cat images from sketches using a conditional generative adversarial network (pix2pix) in TensorFlow
👤 Cutting people out automatically using Image translation's architecture Pix2Pix
A free and open source tool for star removal in astronomy images. A GAN model implemented in tensorflow and trained to remove stars from astronomical images
A tensorflow model for segmentation of fashion items out of multiple product images
Forged Image To Original Image Generation
A cross platform App built in Flutter that generates Real-life/reality images from sketches
Tensorflow keras GAN
A generative model that could generate colored face images from grayscale face images.
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