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Python Pytorch Lightning Wandb

About Me

  • B.S. in Systems Management Engineering (= Industrial Engineering), Sungkyunkwan University

Awards and Honors

AI Contest

  • Dacon Gold / Kaggle Expert

    • 2024 Kaggle USPTO - Explainable AI for Patent Professionals top 13% Bronze Medal
    • 2024 Kaggle NeurIPS 2024 - Predict New Medicines with BELKA top 5% Silver Medal
    • 2024 Dacon Domain Specific QA Handling Questions and Answers about Plastered top 3%
    • 2024 Dacon Solving Jigsaw Puzzle Puzzle Image AI Competition top 3%
    • 2023 Dacon Visual Question Answering Image Question Answering 5/102
    • 2022 Dacon Image & Tabular Classification Breast Cancer Metastasis Prediction top 11%
    • 2022 Dacon Image & Text Classification Tourism PoI Category Classifiaction top 7%
    • 2022 Dacon Super Resolution (x4 Upscaling) Open Source Competition (AI YANGJAE HUB) top 13%
    • 2022 Dacon Image & Tabular Classification Plant Disease Classification considering Environmental Information top 13%

  • Others

    • 2024 LG Aimers 4th B2B Sales Opportunity Forcasting top 2%
    • 2024 SNUH Medical Image AI Challenge 2023 Image & Tabular Regression Melanoma Recurrence Prediction 3/12
    • 2023 K-water AI Competition 3rd Object Detection Fish Detection 5/69
    • 2023 ETRI Fashion-how Season 4 (Sub-task1) Image Classification Fashion Image Multi-label Classification 2/19
    • 2023 ETRI Fashion-how Season 4 (Sub-task2) Image Classification Fashion Image Color Imbalanced Classification 2/16
    • 2023 ETRI Fashion-how Season 4 (Sub-task4) Reranking Reranking Coordi Set (with zero-shot item) Using Dialog 4/12
    • 2022 CLOVA AI RUSH 2022 (Round 2) Image Classification Review Image Score Classificiation 3/15
    • 2022 CLOVA AI RUSH 2022 (Round 1) Image Classification Face Age Group Classification 13/37
    • 2022 Boostcamp AI Tech 3rd Semantic Segmentation Recycle Trash Segmentation 2/19
    • 2022 Boostcamp AI Tech 3rd Text Detection OCR Text Detection 6/19
    • 2022 Boostcamp AI Tech 3rd Object Detection Recycle Trash Detection 9/19
    • 2022 Boostcamp AI Tech 3rd Image Classification Mask Wearing Status Classification 34/48

Dongwoo Im's Projects

grounded-segment-anything icon grounded-segment-anything

Marrying Grounding DINO with Segment Anything & Stable Diffusion & Tag2Text & BLIP & Whisper & ChatBot - Automatically Detect , Segment and Generate Anything with Image, Text, and Audio Inputs

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