[CVPRW'22] This is the official implementation code repository of Underwater Light Field Retention : Neural Rendering for Underwater Imaging (Accepted by CVPR Workshop2022 NTIRE)
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Mar 25, 2024 - Python
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underwater-imaging
Here are 9 public repositories matching this topic...
YOLOv12 Underwater Object Detection is an open-source suite for underwater object detection, built on YOLOv12. It offers an end-to-end pipeline with GPU-accelerated training, customizable data augmentations, real-time inference via Gradio, and support for model export (ONNX & PyTorch).
computer-vision deep-learning image-processing pytorch gpu-acceleration object-detection gradio evaluation-metrics data-augmentation attention-mechanisms onnx model-export training-pipeline mixed-precision-training underwater-object-detection underwater-imaging real-time-inference yolov12 environmental-adaptation brackish-water
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Jun 17, 2025 - Python
Accessory code and meta information to the HODOR dataset
fish-detection marine-robotics sonar-dataset multimodal-dataset underwater-imaging computer-vision-dataset
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Apr 23, 2026 - HTML
A curated list of underwater image enhancement (UIE) and underwater 3D reconstruction papers: physics-based, CNN, GAN, Transformer, Mamba, diffusion, NeRF, 3DGS.
awesome computer-vision deep-learning structure-from-motion survey awesome-list slam nerf 3d-reconstruction image-restoration image-enhancement paper-list underwater-image-enhancement underwater-imaging gaussian-splatting
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Jul 29, 2026 - Python
A framework for physics-based rendering of underwater images using Mitsuba 0.6 This work is part of simulation work done in[1]. [1] Adi Vainiger, Yoav Y. Schechner, Tali Treibitz, Aviad Avni, and David S. Timor, "Optical wide-field tomography of sediment resuspension," Opt. Express 27, A766-A778 (2019) https://opg.optica.org/oe/abstract.cfm?uri=o
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Dec 5, 2022 - Python
AI system that analyzes underwater imagery to track marine life, monitor coral reef health, and detect illegal fishing activities using deep learning.
computer-vision deep-learning deep-learning-algorithms computer-vision-algorithms deep-learning-framework marine-biology computer-vision-opencv underwater-imaging conservation-ai ecosystem-monitoring
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Nov 10, 2025 - Python
An AI-powered computer vision and emergency-response research project focused on underwater artifact/artillery detection, image enhancement, and detection workflow experimentation using Python-based machine learning pipelines.
python opencv machine-learning ai computer-vision deep-learning image-processing yolo research-project object-detection image-enhancement underwater-imaging artifact-detection
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Jul 20, 2026 - Jupyter Notebook
Seabed image enhancement API + twin-architecture species detector (ConvNeXt+Swin for cloud, MobileNetV3 for edge)
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Jul 12, 2026 - Python
Chart-referenced coral bleaching severity measurement from underwater photographs.
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Apr 7, 2026 - Python
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