DrCoffey
commented
3 years ago Hey slahmed,
DeepSqueak has issues on a few versions of MATLAB due to Mathworks making changes to Deep Learning functions, I think that is whats happening here. That said, I highly recommend you update to 2020b and download DeepSqueak V3 here:
https://github.com/DrCoffey/DeepSqueak/tree/Screener
We have made major upgrades and will be merging it with the main branch soon. It is vastly improved and has a lot of new features:
Simplified Detection Settings
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
Contour Invarient Clustering With Variational Auto Encoders
Hello! I'm using DeepSqueak on Matlab 2019a and I've been having a bit of an issue analyzing my USV audio files. I used DeepSqueak in February with similar audio files (same sampling frequency, recorded from the same audio chamber) and had no issues using the All Short Calls Network. Now I am getting large errors. This is what comes up when I try to detect any calls:
Error in Network, Skiping Audio Chunk Warning: Error using fasterRCNNObjectDetector/parseDetectInputs (line 740) Expected I to be nonempty.
Error in fasterRCNNObjectDetector/detect (line 462) params = this.parseDetectInputs(I, varargin{:});
Error in SqueakDetect (line 120) [bboxes, scores, Class] = detect(network, im2uint8(im), 'ExecutionEnvironment','auto','NumStrongestRegions',Inf);
Error in multinetdect_Callback (line 77) Calls = [Calls; SqueakDetect(AudioFile,NeuralNetwork,handles.audiofiles(CurrentAudioFile).name,Settings(:,k),j,length(audioselections),networkname,handles.optimization_slider.Value)];
Error in gui_mainfcn (line 95) feval(varargin{:});
Error in DeepSqueak (line 30) gui_mainfcn(gui_State, varargin{:});
Error in matlab.graphics.internal.figfile.FigFile/read>@(hObject,eventdata)DeepSqueak('multinetdect_Callback',hObject,eventdata,guidata(hObject),0)
I noticed that someone else here had a similar issue, so I tried to use the comments to fix this. I tried running DeepSqueak on two separate computers with higher graphics cards than the one I am using, but no success. I also tried changing the parameters and had no success there. I was, however, able to detect calls using the Short Rat Call Network. Any help would be greatly appreciated!