EN 
TR -
Consistency Decoder vs Stable Diffusion VAE Decoder
Encoded and latent vectors obtained from an image are used to reconstruct (decode) the image using different models and methods, and the differences in success between these models' results are discussed in this blog.
-
Creating a Project on AWS from a Local Computer and Connecting to a Github Repository
In this blog post, we thoroughly explore how you can create a project on AWS from your local computer and how you can integrate this project with a GitHub repository, step by step. The content delves into the detailed use of AWS SAM (Serverless Application Model) and AWS CodeBuild services, covering serverless architecture and continuous integration/distribution processes. The article discusses moving your project from local to AWS…
-
Transitioning from AWS to Firebase: Creating an Advanced Web Application with Flask, Firebase, and Google Cloud
In recent years, mobile and web development have undergone a significant evolution. Modern applications not only possess powerful features but also require a more comprehensive infrastructure beyond traditional hosting services. At this point, major companies like Amazon and Google offer extensive solutions to meet all these requirements.
-
3D Gaussian Splatting A Potent Contender of NeRF for Object Synthesis: How to Run It on Google Colab.
3D Gaussian Splatting is the state of 3D object synthesis that can render a scene or an object faster than some of the NeRF algorithms with better image quality.
-
Using Replicate Models with AWS Services
The primary goal of our project is to send images to 'replicate' models using AWS Lambda services, capture the outputs obtained from these models, and then save these outputs to S3 buckets. We decided to use AWS Lambda in our project as it is a service offering dynamic functionality and provides cost calculation based on processing time. In the workflow of the project, the first step involves users…
-
3D Object Synthesis with The Power of AI with NeRF: Guide for Utilizing Instant-NGP on your Windows Machine.
AI powered tools are becoming more powerful and convenient. In this short tutorial we are going to explore how to synthesize 3D objects and scenes from short videos using AI based NeRF algorithm.
-
Authentication With JWT
JWT is a self-authenticating token format used for secure information transfer in web applications; It plays an important role in authentication and information exchange by encrypting the information it contains.
-
Obtaining Automatic Masks from Vehicle Images
This blog post offers the ability to change the background of vehicle images and perform visual editing using different algorithms. Additionally, there is the potential to transform any kind of image using the masks obtained with this algorithm.
-
An Image Processing Method: Transfer Learning with Fine Tuning
Fine Tune Transfer Learning is a powerful tool in current AI landscape. One one can achieve state of the art performance on most computer vision task while requiring a fraction of computational cost and time using fine-tuning. In this post we are going to explore this novel method.
-
Turkish Text Classification with FastText
FastText is a fast and effective open-source tool used for text classification and word embedding. It excels particularly in word embedding and provides support for multiple languages.
-
Image and Video Analysis with AWS Rekognition
The basic functions and usage scenarios of AWS Rekognition are explained in detail in this document. It also includes information on setting up AWS credentials, installing the necessary libraries, and providing an example of a facial analysis application. Additionally, it provides information about customized labels and AWS Rekognition demos, emphasizing how Amazon Rekognition makes facial analysis easier in Python applications.
-
Accessing AWS Services from Your Local Computer with Python and Quickly Creating New Services
This blog post discusses how to access Amazon Web Services (AWS) accounts using Python from your local computer. It also explains the advantages and disadvantages of accessing with Python. The article covers the process of Python installation, loading the boto3 module, creating an AWS account, creating a user, and synchronizing the local computer with the AWS account in detail.
-
Processing DXF files and generating layer images using Python
In this tutorial, we’ll show how to extract information from DXF files in Python. The process has two steps: First, we’ll use the ‘ezdxf’ library to save DXF file data into a dictionary. Second, we’ll create images from this dictionary data using the ‘matplotlib’ library.