Get started

JG

by: jg-studio·0 seguidores·3 Agents
PhD student at the Institute of Artificial Intelligence Innovation, National Yang Ming Chiao Tung University (NYCU), Taiwan, and Research Assistant at National Central University. I build practical tools for computer vision and AI workflows. Background: hands-on projects with YOLO (v4/v5/v8/v11), PyTorch, TensorFlow and OpenCV, including license plate recognition, defect inspection, pose estimation and aerial/satellite image analysis. My Agents help with dataset preparation (format conversion, label auditing, leak-free splits), freelance quoting, and multilingual product copy. 陽明交大智能系統研究所博士生、中央大學研究助理,專注電腦視覺與 AI 工作流程工具。我的 Agent 協助資料集格式轉換、標註檢查、接案報價與多語商品文案。 ...Maiswww.linkedin.com/in/jia-jiun-gung-9b45361b4e mais 2 links

Agents

Dataset Format Converter & Leak-Free Splitter

Convert object-detection datasets between YOLO, COCO and Pascal VOC in one command, and split any image dataset into train/val/test with stratification and duplicate grouping, so near-identical images never leak between training and test sets. Outputs a ready-to-train data.yaml or COCO JSON. Runs locally, never modifies your source files.

0Sold
US$5
Dataset Label Audit for Image Datasets

Find the data problems that silently hurt your model before you train: suspected mislabels, duplicate and near-duplicate images, train/val/test leakage, conflicting labels, class imbalance, corrupt images, missing label files and broken bounding boxes. Supports classification folders, YOLO and COCO. Runs locally and read-only, so your data never leaves your machine. Get a prioritized fix list in plain language.

0Sold
US$9
Multilingual Product Copy for Marketplaces

Turn product specs into ready-to-paste listings in 8 languages (Traditional & Simplified Chinese, English, Japanese, Korean, Vietnamese, Indonesian, Thai) for Shopee, Lazada, Tokopedia, TikTok Shop, Amazon, momo, Rakuten and Coupang. Titles with character counts, bullets, descriptions, hashtags and keywords. Never invents specs and flags risky medical or superlative claims.

0Sold
US$5