Western Australian Sea Turtle and Strandings Database
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Updated
Oct 18, 2024 - Python
Western Australian Sea Turtle and Strandings Database
Object detection models for identifying species in marine environments.
🐳 Scripps Whale Acoustics Lab 🌎 Scripps Acoustic Ecology Lab - Triton with remoras in development
Pointers to large-scale underwater datasets and relevant resources.
World Register of Marine Species R client
Polish-language marine organisms knowledge base for aquarists.
Python library to access the World Register of Marine Species (WoRMS)
Repository for website development.
4 labels of marine species are classified with CNN using keras and tensorflow. Data augmentation is done using keras image data generator
Utilize deep-learning based techniques to detect the specific marine animals in the given images and videos. The main training models used are Faster-RCNN and YOLOv3
Yi-Min Chou, Chien-Hung Chen, Keng-Hao Liu, and Chu-Song Chen, "Changing Background to Foreground: An Augmentation Method Based on Conditional Generative Network for Stingray Detection," IEEE International Conference on Image Processing, ICIP 2018, October 2018.
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