Fred B.

𝐈 𝐡𝐞𝐥𝐩 𝐀𝐈 𝐜𝐨𝐦𝐩𝐚𝐧𝐢𝐞𝐬, 𝐜𝐨𝐦𝐩𝐮𝐭𝐞𝐫 𝐯𝐢𝐬𝐢𝐨𝐧 𝐭𝐞𝐚𝐦𝐬, 𝐚𝐧𝐝 𝐛𝐮𝐬𝐢𝐧𝐞𝐬𝐬𝐞𝐬 𝐭𝐮𝐫𝐧 𝐢𝐦𝐚𝐠𝐞𝐬 𝐚𝐧𝐝 𝐯𝐢𝐝𝐞𝐨𝐬 𝐢𝐧𝐭𝐨 𝐚𝐜𝐜𝐮𝐫𝐚𝐭𝐞, 𝐡𝐢𝐠𝐡-𝐪𝐮𝐚𝐥𝐢𝐭𝐲 𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐝𝐚𝐭𝐚𝐬𝐞𝐭𝐬 𝐟𝐨𝐫 𝐦𝐚𝐜𝐡𝐢𝐧𝐞 𝐥𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐦𝐨𝐝𝐞𝐥𝐬. I’m a Top Rated Plus data annotation specialist on Upwork with a 100% Job Success score and hands-on experience in computer vision annotation, object detection, image segmentation, video labeling, and dataset quality assurance. I've annotated and reviewed 100,000+ images across vehicle datasets, sports footage, drone mapping imagery, and other computer vision projects. I have also worked on polygon labeling, instance segmentation, semantic segmentation, and annotation quality control. ━━━━━━━━━━━━━━━━━━ 𝗪𝗛𝗔𝗧 𝗜 𝗖𝗔𝗡 𝗗𝗢 𝗙𝗢𝗥 𝗬𝗢𝗨 ━━━━━━━━━━━━━━━━━━ ◈ Object Detection & Bounding Box Annotation Accurate bounding boxes, object classification, missing-object identification, and labeling of small or partially visible objects for computer vision datasets. ◈ Image Segmentation & Polygon Annotation Precise polygon annotations, instance segmentation, semantic segmentation, and mask creation for machine learning model training. ◈ AI-Assisted Annotation & Label Correction Review AI-generated annotations, correct inaccurate outlines, add missing labels, verify object classes, and flag uncertain cases instead of guessing. ◈ Video Annotation & Object Tracking Frame-by-frame labeling, object tracking, video annotation, and consistent object labeling across video sequences. ◈ Computer Vision Dataset Quality Assurance Review existing annotations, identify labeling errors, check class consistency, and verify dataset quality before delivery. ◈ Specialized Image Annotation Vehicle image annotation, traffic-related datasets, sports footage, and drone mapping annotation. I can also work on real estate image segmentation involving windows, walls, floors, furniture, skies, and outdoor areas according to your project guidelines. ━━━━━━━━━━━━━━━━━━ 𝗧𝗢𝗢𝗟𝗦 & 𝗪𝗢𝗥𝗞𝗙𝗟𝗢𝗪𝗦 ━━━━━━━━━━━━━━━━━━ ✓ CVAT ✓ Roboflow ✓ Label Studio ✓ Labelbox ✓ Supervisely — familiar with the platform ✓ Client-provided browser-based annotation tools ━━━━━━━━━━━━━━━━━━ 𝗪𝗛𝗔𝗧 𝗬𝗢𝗨 𝗖𝗔𝗡 𝗘𝗫𝗣𝗘𝗖𝗧 ━━━━━━━━━━━━━━━━━━ ✓ Accurate annotations that follow your labeling guidelines. ✓ Consistent object classes, boundaries, and labels. ✓ Careful review of missing objects and incorrect annotations. ✓ Clear communication about progress and uncertain cases. ✓ Organized dataset preparation according to your required format. ✓ Commitment to agreed deadlines and quality standards. ━━━━━━━━━━━━━━━━━━ 𝗟𝗘𝗧’𝗦 𝗪𝗢𝗥𝗞 𝗢𝗡 𝗬𝗢𝗨𝗥 𝗖𝗢𝗠𝗣𝗨𝗧𝗘𝗥 𝗩𝗜𝗦𝗜𝗢𝗡 𝗣𝗥𝗢𝗝𝗘𝗖𝗧 ━━━━━━━━━━━━━━━━━━ Whether you need object detection labels, segmentation masks, video annotations, AI-generated label correction, or quality assurance for an existing dataset, I can help you prepare reliable training data for your computer vision models. I’m available for paid trials, short-term annotation tasks, and ongoing computer vision projects. Send me a message with your dataset type, annotation requirements, preferred tool, and expected volume. Let’s discuss a suitable workflow for your project.