[ICIP2020] TOWARDS DOMAIN GENERALIZATION IN UNDERWATER OBJECT DETECTION
-
Updated
Apr 15, 2022 - Python
#
underwater-object-detection
Here are 15 public repositories matching this topic...
Low Quality Image Toolbox
-
Updated
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
-
Updated
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
-
Updated
Aug 9, 2024 - Jupyter Notebook
Dataset of the paper "Underwater Species Detection using Channel Sharpening Attention".
-
Updated
Mar 24, 2022
An unofficial implementation of Dual Refinement Underwater Object Detection Network
-
Updated
Apr 15, 2022 - Python
A list of papers related to underwater imagery.
-
Updated
Feb 6, 2025
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
-
Updated
Jun 17, 2025 - Python
[TII 2024] An official implementation of ''A Novel Underwater Detection Method for Ambiguous Object Finding via Distraction Mining''
-
Updated
May 23, 2024 - Python
Training an Aquarium Object Detection for underwater health monitoring using Tensorflow2 Object Detection API.
-
Updated
Oct 30, 2021 - Jupyter Notebook
Kaggle "TensorFlow - Help Protect the Great Barrier Reef" - Underwater Video Object Detection with Pytorch
-
Updated
Jan 23, 2022 - Python
CoralGrad-LiteNet (CG-LiteNet) is a lightweight, innovative machine vision network architecture. Once our paper is accepted, the CoralGrad-LiteNet code and the Sanya-Coral dataset will be made publicly available.
-
Updated
Jun 8, 2025
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
-
Updated
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.
-
Updated
Oct 13, 2024 - Jupyter Notebook
Improve this page
Add a description, image, and links to the underwater-object-detection topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the underwater-object-detection topic, visit your repo's landing page and select "manage topics."