VPS Scraper Modfication to include AI Rewriting of Property Content

Posted 3 weeks ago

Worldwide

Summary

I have an existing scraper that imports property listings from a Vietnam real estate website into my own property portal. I require the following modifications: 1. AI Rewriting of Property Content The scraper currently translates Vietnamese titles and descriptions into English. I now want the translated content to be further processed by AI to create unique, natural-sounding English content. Requirements: * Rewrite property titles into unique English titles. * Rewrite property descriptions into unique, human-readable English descriptions. * Preserve all factual property information. * Avoid duplicate content. * Content should be suitable for SEO. * The system should run automatically as part of the scraping/import process. 2. Automated AI Image Processing Pipeline I want all imported property images processed automatically on the VPS before being stored. Required pipeline: 1. Download original image 2. Real-ESRGAN upscale (2x) 3. Small automatic crop (approximately 2–5%) 4. SDXL image-to-image enhancement * Denoising strength: approximately 0.25 * Preserve room layout and property accuracy * Improve lighting, colour balance, and overall image quality 5. Convert final image to AVIF format 6. Save processed image and use it within the property listing Objectives: * Create visually unique images * Improve image quality * Maintain accurate representation of the property * Reduce duplicate image issues * Generate efficient AVIF images for faster page loading Existing Environment * Existing scraper already operational * Linux VPS * Property listings imported automatically * Looking for a fully automated solution integrated into the current workflow Please Include * Recommended AI models * VPS/GPU requirements * Estimated processing time per image * Estimated monthly processing capacity * Previous experience with SDXL, Stable Diffusion, Real-ESRGAN, or similar image-processing pipelines Expected Processing Volume Current volume is approximately 54,000 images per month. A previous technical assessment estimated the following processing times for 1600px property photos: - Real-ESRGAN 2x Upscale: ~3 seconds - SDXL Image-to-Image: ~6 seconds - Crop & AVIF Conversion: ~1 second - Total: ~10 seconds per image Expected volume is approximately: - 1,800 images per day - 54,000 images per month A proposed deployment architecture is: - Existing scraper remains on the Contabo VPS - Image processing runs on a dedicated GPU service such as RunPod - Recommended GPU: RTX 4090 - Estimated GPU processing cost: approximately $100–300/month depending on image resolution, workflow optimizations, and GPU utilization The SDXL image-to-image stage is expected to account for the majority of processing time and cost. Please advise if you would recommend a different architecture, model, or optimization strategy for handling this volume while maintaining image quality and uniqueness.

  • $30.00

    Fixed-price
  • Intermediate
    Experience Level
  • Remote Job
  • Ongoing project
    Project Type
Skills and Expertise
Mandatory skills
OpenAI API
Python
AI Development
Activity on this job
  • Proposals:5 to 10
  • Last viewed by client:3 weeks ago
  • Hires:
    1
  • Interviewing:
    1
  • Invites sent:
    1
  • Unanswered invites:
    0
About the client
Member since Aug 26, 2024
  • GBR
    Leatherhead11:07 PM
  • $624 total spent
    51 hires, 14 active
  • 6 hours

Explore similar jobs on Upwork

Paid Interview: LangSmith Fleet UsersHourly‐ Posted 2 weeks ago
LangChain
Noloco specialistHourly‐ Posted 2 weeks ago

How it works

  • Post a job icon
    Create your free profile
    Highlight your skills and experience, show your portfolio, and set your ideal pay rate.
  • Talent comes to you icon
    Work the way you want
    Apply for jobs, create easy-to-by projects, or access exclusive opportunities that come to you.
  • Payment simplified icon
    Get paid securely
    From contract to payment, we help you work safely and get paid securely.
Want to get started? Create a profile

About Upwork

  • Rating is 4.9 out of 5.
    4.9/5
    (Average rating of clients by professionals)
  • G2 2021
    #1 freelance platform
  • 49,000+
    Signed contract every week
  • $2.3B
    Freelancers earned on Upwork in 2020

Find the best freelance jobs

Growing your career is as easy as creating a free profile and finding work like this that fits your skills.

Trusted by

  • Microsoft Logo
  • Airbnb Logo
  • Bissell Logo
  • GoDaddy Logo