competition-solution

Here are 4 public repositories matching this topic...

SKJNR / GeoAI-Aquaculture-Pond-Identification

Rank-6 solution to the FAO/ITU GeoAI Aquaculture Pond Identification Challenge. Sentinel-1 SAR + Sentinel-2 optical, LightGBM + CatBoost blend, 59 physics-based features. Top 0.5% of 1,318 teams.

machine-learning geospatial remote-sensing lightgbm satellite-imagery fao catboost sentinel-2 sentinel-1 aquaculture zindi competition-solution

Updated Sep 27, 2026
Jupyter Notebook

Shawn-TV / Locus

Star

1st-place solution toolkit (1/45) for Bohrium Scientific Data Annotation Competition Track 1: molecular images to Extended-SMILES.

ocr computer-vision chemistry cheminformatics ocsr chemical-structure-recognition competition-solution molecular-recognition extended-smiles image-to-smiles

Updated Jun 25, 2026
Python

fan1344rwere / fathomnet-clef-2026-4th-place

Star

 4th/102 (Top 3.9%) | FathomNet-CLEF 2026 Positive-Unlabeled Object Detection in Marine Images | CVPR 2026 FGVC Workshop | 0.2808 mAP

computer-vision deep-learning pytorch yolo object-detection cvpr marine-biology positive-unlabeled-learning lifeclef fgvc fathomnet competition-solution

Updated May 15, 2026
Python

Shawn-TV / HailBerry

Star

2nd-place solution toolkit (2/39) for Bohrium Scientific Data Annotation Competition Track 2: reaction images to structured JSON.

computer-vision chemistry cheminformatics chemical-reactions data-annotation llm ai-for-science image-to-json competition-solution reaction-extraction

Updated Jun 25, 2026
Python

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