Implementation of EfficientPS paper for Panoptic segmentation
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Updated
Jul 1, 2024 - Python
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efficientps
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Modification to the state-of-the-art EfficientPS model by replacing its instance head (Mask-RCNN) with SOLOv2, making it a location based-panoptic segmentation model
computer-vision deep-learning pytorch location-based semantic-segmentation panoptic-segmentation efficientnet detectron2 solov2 efficientps
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Jan 18, 2023 - Python
Deep learning project using EfficientPS for panoptic segmentation on medical images. Combines semantic & instance segmentation for precise organ and instrument detection. Ideal for medical image analysis, computer vision, healthcare AI and research.
opencv computer-vision deep-learning transformers cnn pytorch medical-imaging semantic-segmentation biomedical-image-processing 3d-segmentation instance-segmentation medical-image-analysis medical-data panoptic-segmentation healthcare-ai efficientps medical-data-analysis organ-segmentation healthcare-ai-healthcare-robotics
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May 24, 2025 - Jupyter Notebook
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