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Python Pytorch Lightning Wandb

About Me

  • B.S. in Systems Management Engineering (= Industrial Engineering), Sungkyunkwan University
  • interests : Multi-modal Masked Modeling, Diffusion Model with Representation Learning, Efficient Training & Inference

Work Experiences

  • 2024.02 ~ 2024.04 : Deep Learning Engineer Intern, CLIKA
  • 2022.11 ~ 2023.02 : Machine Learning Engineer Intern, Naver Glace CIC

Experiences

  • 2024.02 ~ 2024.02 : LG Aimers 4th, LG AI Research
  • 2024.01 ~ 2024.01 : Medical Image AI Challenge 2023 (Pathology data), SNUH
  • 2023.08 ~ 2023.09 : Fashion-how Season 4, ETRI
  • 2023.08 ~ 2023.08 : AI Edu Hackathon, Elice
  • 2023.07 ~ 2023.08 : AI Competition 2023, Hyundai Motor
  • 2022.07 ~ 2022.08 : CLOVA AI RUSH 2022, Naver
  • 2022.01 ~ 2022.06 : Boostcamp AI Tech 3rd, Naver Connect

Awards and Honors

AI Contest

  • Dacon / Kaggle

  • 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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