Team Lead – Image Segmentation & Seismic Data Annotation
ImageSegmentation
Led the development of deep learning models to detect channels in 2D seismic data by segmenting and labeling seismic image patches. Processed large volumes of seismic images, applying detailed label segmentation using MATLAB toolboxes. Coordinated supervised training, validation, and refinement of neural network models based on labeled input data.
• Managed end-to-end labeling of geophysical imagery for channel detection.
• Used segmentation to mark regions of interest on seismic images for model training.
• Refined labeling workflows to improve detection accuracy and F1 scores.
• Integrated MATLAB’s Image Processing Toolbox for efficient data annotation.
Led the development of deep learning models to detect channels in 2D seismic data by segmenting and labeling seismic image patches. Processed large volumes of seismic images, applying detailed label segmentation using MATLAB toolboxes. Coordinated supervised training, validation, and refinement of neural network models based on labeled input data. • Managed end-to-end labeling of geophysical imagery for channel detection. • Used segmentation to mark regions of interest on seismic images for model training. • Refined labeling workflows to improve detection accuracy and F1 scores. • Integrated MATLAB’s Image Processing Toolbox for efficient data annotation.
2020 - 2021