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DeepSqueak

version 3.0.1 (138 MB) by Kevin R Coffey
DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research

534 Downloads

更新31 Mar 2022

From GitHub

View license on GitHub

DeepSqueak v3: Using Machine Vision to Accelerate Bioacoustics Research

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V3 Major Upgrades

  • Brand New YOLO V2 based Detection Architechture
  • Navigate Entire Audio Files to Quickly & Easily Refine Detections or Add New Boxes
  • Retrain Existing Networks With Your Own Recordings
  • Start From Scratch: Hand Box Calls and Train a New Species Detector
  • 轮廓Invarient集群与变分汽车Encoders
  • Brand New Clustering GUI

Copyright © 2021 by Russell Marx, Kevin Coffey, Robert Ciszek, & Lara Valderrabano All Rights Reserved.

Cite As

Coffey, K.R., Marx, R.G. & Neumaier, J.F. (2019). DeepSqueak: a deep learning-based system for detection and analysis of ultrasonic vocalizations. Neuropsychopharmacology. 44, 859–868. https://doi.org/10.1038/s41386-018-0303-6

Matlab释放兼容性
Created with R2020a
Compatible with R2019a to R2021a
Platform Compatibility
视窗 macOS Linux

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Functions

功能/呼叫分类

Functions/Colormaps

功能/导入和导出

Functions/Network Training

功能/变形AutoEncoder

To view or report issues in this GitHub add-on, visit theGitHub Repository.
To view or report issues in this GitHub add-on, visit theGitHub Repository.