Open anushkasaxena07 opened 1 month ago
Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! π
@abhisheks008 plz assign me this issue
All the four above mentioned models will going to be implemented for the problem statement right? Also can you ensure the source of the dataset?
Deep Learning Simplified Repository (Proposing new issue)
:red_circle: Project Title : Style Transfer for Custom Images :red_circle: Aim : To apply the artistic style of one image to the content of another image using various style transfer algorithms and determine the most effective method through comparative analysis. :red_circle: Dataset : Custom images collected from diverse sources to ensure a variety of styles and contents for comprehensive testing. :red_circle: Approach : Perform exploratory data analysis (EDA) to understand the characteristics and distribution of the custom images. Implement and compare multiple style transfer algorithms: Neural Style Transfer using VGG-19 Fast Style Transfer Adaptive Instance Normalization (AdaIN) StyleGAN-based approach Evaluate the performance of each algorithm by comparing the visual quality and accuracy scores of the styled images. Determine the best-fitting algorithm based on the comparative analysis results.
π Follow the Guidelines to Contribute in the Project :
requirements.txt
- This file will contain the required packages/libraries to run the project in other machines.Model
folder, theREADME.md
file must be filled up properly, with proper visualizations and conclusions.:red_circle::yellow_circle: Points to Note :
:white_check_mark: To be Mentioned while taking the issue :
Happy Contributing π
All the best. Enjoy your open source journey ahead. π