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I have a sizeable collection of AI-generated images that must be screened before release. Your job is to look at each image, decide whether it meets quality standards, and record any problems you see. Images will be available in a google sheet (with preview) and you need to scroll through them and flag defective images along with defect type (select from a list) I’ll share a concise defect-classification guide up front—covering issues such as character inconsistency, wrong physics, wrong costume etc. that clearly don’t belong—and we can refine those criteria together if needed. You won’t need to know which model produced the images; the task is purely visual. Acceptance criteria & deliverables • Review images in a google sheet and flag defects. • Update master sheet list with completed sheets. • Need speed and efficiency to cover a high volume of images. If you have previous experience in visual QA, photo retouching, or digital art curation, let me know; otherwise a sharp eye and reliability are the key qualities I’m after.
Project ID: 40640266
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Active 7 days ago
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Building on my strong skills in data entry and data processing, allow me to showcase the uniquely tailored expertise I can bring to your task as an AI Image Quality Reviewer. Though my primary experience lies in web development, digital marketing and video editing, the nature of these roles has inherently enhanced my eye for detail, a crucial attribute requisite for image screening. As a professional who has thrived in the digital realm, I firmly understand the importance of maintaining quality throughout. I assure you that with me at the helm, no defective image would go unnoticed or unattended to. Furthermore, as a team player, I am not just adept at following instructions but also bringing forth innovative solutions when confronted with unforeseen challenges. To bolster your efforts in clarifying defect classification, I will actively collaborate and work towards refining your guide where necessary. Finally, I wanted to re-emphasize my profound respect for brand identity and perception; it is this same reverence that drives my commitment towards ensuring the visual standards of your AI-generated images align with their intended purpose. Trust me to add tangible value through my comprehensive understanding of maintaining consistent visual standards and meticulous record keeping. Let's embark on this image quality reviewing endeavor together!
₹12,500 INR in 7 days
0.0
0.0
8 freelancers are bidding on average ₹19,456 INR for this job

Hello, Am available to start immediately. I will adequately sort out your Ai images and identify those that didn't meet the required quality. Send me the work details to begin now. Thank you.
₹15,000 INR in 7 days
4.6
4.6

Hi there, I have thoroughly reviewed your requirements for screening your AI-generated image collection and can execute this quality review pipeline perfectly. I understand that maintaining absolute criteria consistency regarding character details, environmental physics, and clothing textures is your main objective to ensure seamless dataset curation. I handle high-volume visual audits using a systematic evaluation loop, allowing me to spot minor anatomical or layer distortions instantly against your defect-classification guidelines. I will accurately flag and record every anomaly category directly within your Google Sheet structure, ensuring a clean, verified asset delivery with zero input errors. Let's connect in the chat for further process.
₹12,500 INR in 2 days
2.9
2.9

I will begin by meticulously reviewing the sizeable collection of generated images in the provided google sheet to ensure every image is properly screened against the quality standards. The first execution step involves cross-referencing each image with the defect-classification guide you will provide to accurately flag any issues like character inconsistency or wrong physics. Following this, I will update the master sheet list immediately upon completing the review for each image, ensuring the final output is a fully screened list. The process will involve systematic visual inspection to maintain the required speed and efficiency for this high volume of images. I will hand off the completed sheet, clearly noting the defect type for every flagged image, allowing you to easily assess the quality before release. Can you confirm if the defect-classification guide will be shared before the initial review begins?
₹25,000 INR in 7 days
2.5
2.5

✅ Roughly how many images need review, and what daily throughput or completion deadline are you targeting? ✅ Can one image carry multiple defect labels, and how should borderline cases or defects not covered by the guide be recorded? ✅ Will the Google Sheets already contain fixed dropdowns, image previews, and a clear method for marking each sheet complete? Reliable results here depend on consistent defect interpretation, fast visual scanning, and accurate sheet updates without sacrificing review quality. Likely trouble spots are subtle anatomy errors, inconsistent characters, ambiguous defect categories, duplicate flags, missed rows, and fatigue across large batches. I would first calibrate against a sample set using your guide, then test the sheet workflow and establish a repeatable review pattern before processing the full volume.
₹25,000 INR in 7 days
0.0
0.0

Hello, I can handle the visual QA of your AI-generated images with a strong focus on accuracy, consistency, and speed. I’ll review each image directly from the Google Sheet, identify any visible defects, and select the appropriate defect type according to your classification guide. I can reliably check for issues such as character inconsistency, incorrect anatomy or physics, costume mismatches, missing or distorted elements, visual artifacts, and other quality problems. I’ll also keep the master sheet updated so completed batches are clearly tracked. My approach will be to first calibrate against your defect guide and examples, then work through the images systematically while maintaining consistent standards. For high-volume work, I’ll prioritize both review speed and careful attention so defective images are not overlooked. I’m comfortable with repetitive visual QA workflows and spreadsheet-based tracking, and I can adapt quickly if your defect criteria are refined during the project. I’m ready to start with a sample batch so you can evaluate my accuracy and consistency before assigning the full volume.
₹12,500 INR in 1 day
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⚠️ IF YOU’RE NOT HAPPY, YOU DON’T PAY. ⚠️ I have worked with clients on visual quality assurance projects, ensuring that images meet high standards before release. For your project, I can efficiently review your AI-generated images, flagging defects like character inconsistencies and incorrect physics as per your classification guide. My approach focuses on delivering quality and reliability, ensuring that each image is thoroughly screened. With a keen eye for detail and a commitment to speed, I can handle the high volume of images you mentioned. I’d be happy to share examples of my previous work in digital art curation to demonstrate my expertise. Feel free to message me to discuss further! Regards, Daniel
₹28,150 INR in 7 days
0.0
0.0

Bengaluru, India
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Member since Apr 13, 2019
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