[ICIP2020] TOWARDS DOMAIN GENERALIZATION IN UNDERWATER OBJECT DETECTION
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Apr 15, 2022 - Python
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underwater-object-detection
Here are 14 public repositories matching this topic...
Low Quality Image Toolbox
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Nov 21, 2024 - Python
和鲸社区Kesci 2020年全国水下机器人（湛江）大赛水下目标检测算法赛（光学）三等奖方案-单模
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Jun 11, 2020 - Python
Underwater Trash Detection
opencv machine-learning computer-vision deep-learning neural-network cnn trash artificial-intelligence dataset deeplearning plastic rcnn artificial-intelligence-algorithms underwater-images trash-classification underwater-object-detection trash-detection yolov7 yolov8 trash-dataset
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Aug 9, 2024 - Jupyter Notebook
Dataset of the paper "Underwater Species Detection using Channel Sharpening Attention".
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Mar 24, 2022
An unofficial implementation of Dual Refinement Underwater Object Detection Network
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Apr 15, 2022 - Python
A list of papers related to underwater imagery.
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Feb 6, 2025
[TII 2024] An official implementation of ''A Novel Underwater Detection Method for Ambiguous Object Finding via Distraction Mining''
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May 23, 2024 - Python
Training an Aquarium Object Detection for underwater health monitoring using Tensorflow2 Object Detection API.
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Oct 30, 2021 - Jupyter Notebook
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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Apr 28, 2025 - Python
Kaggle "TensorFlow - Help Protect the Great Barrier Reef" - Underwater Video Object Detection with Pytorch
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Jan 23, 2022 - Python
Due to highly variying domain features of different underwater enviornment, the publically available datasets alone are not the best fit to train a deep learning algorithm to predict trash
opencv machine-learning computer-vision deep-learning neural-network machine-learning-algorithms cnn trash artificial-intelligence plastic rcnn artificial-intelligence-algorithms underwater-images underwater-object-detection trash-dataset
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Nov 6, 2023 - Jupyter Notebook
This Python-based implementation detects and classifies fish species in underwater videos by utilizing background subtraction (Gaussian Mixture Model, GMM) and optical flow as preprocessing steps before feeding the data into a YOLO model.
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Oct 13, 2024 - Jupyter Notebook
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