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planet-detection

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Pratham-22 / owlv2-dinov3-open-vocabulary-pipeline

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Two-stage open-vocabulary vision pipeline combining OWLv2 detection with DINOv3 patch-level embeddings for zero-shot classification. Supports batched, GPU-accelerated inference, parallel object processing, cropped patch export, and detailed JSON + log outputs for research-grade analysis.

computer-vision zero-shot-classification planet-detection zero-shot-object-detection open-vocabulary-detection open-vocabulary-segmentation owlv2 open-vocabulary-object-detection dinov3
  • Updated Aug 7, 2026
  • Python
exoplanet-transit-classifier

nishantnayakx / exoplanet-transit-classifier

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Deep Learning pipeline for Exoplanet Transit Classification using NASA Kepler light curves, PyTorch, dual-view CNNs, Candidate Ranking, Scientific Scoring, Explainable AI, and an Interactive Dash Dashboard.

visualization python data-science machine-learning deep-learning astronomy nasa plotly render pytorch exoplanets dash scientific-computing kepler cnn-classification planet-detection interactive-dashboard light-curve-analysis
  • Updated Oct 2, 2026
  • Python

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