Detecting STOP Traffic Sign using Deep R-CNN (Real Time and Offline Mode)

[@Dhanyas_vlog]

Sir I want build a website which takes real time gestures and gives the description of that gesture shown , maybe like google lens ,can u guide me on how to do it

[@ViuVuong]

can you give me the code pls

[@gamalielramirezlopez7282]

When using an image that does not contain the sign I get an error “Index in position 1 exceeds array bounds”. How can we fix that? Or am I the only one getting this error?

[@letsgolive9997]

I want help in hand sign detection and suddenly do action in device plz help me sir

[@exploringtechnologies9]

For this, u need to train RCNN from scratch

[@mpuneeth1321]

ModuleNotFoundError: No module named 'models' still this error occurs, what to do?

[@exploringtechnologies9]

Install deep learning tool box

[@andrealvarez8700]

hey man. im having a problem with the training of images. Error using toolboxdir Could not locate the base directory for stats. Error in vision.internal.requiresStatisticsToolbox (line 7) if ~isfolder(toolboxdir('stats')) Error in trainRCNNObjectDetector (line 250) vision.internal.requiresStatisticsToolbox(mfilename); Error in mainpro (line 7) rcnn = trainRCNNObjectDetector(stopSigns, layers, options, 'NegativeOverlapRange', [0 0.1]); here is the error that im getting whenever i run it.

[@exploringtechnologies9]

Required toolbox is not installed in your pc.

[@exploringtechnologies9]

Statistics toolbox

[@ilkerulas1991]

Where can I find the videos in the video test part of the project?

[@exploringtechnologies9]

Visit my website, www.exptech.co.in for download.

[@ilkerulas1991]

@@exploringtechnologies9 Thank you very much

[@saideepika.k2200]

How to create the rcnnStopSigns.mat file

[@exploringtechnologies9]

This is matlab inbuilt file. Just load this file using load command, you will get all variables in workspace. I have used R2018a vesrion. In new matlab, the name might have changed.

[@ayushsharma6852]

>> mainpro Error using layerGraph (line 48) The value of 'Layers' is invalid. Layers must be an array of layers. Error in mainpro (line 5) lgraph = layerGraph(layers); %getting layers getting error in main pro %Program to train a rcnn to detect traffic stop signs load('rcnnStopSigns.mat','layers') %loading layers of pretrained rcnn load stopsigntable; %loading image database for training lgraph = layerGraph(layers); %getting layers lgraph.Layers %display layers %define training options Options = trainingOptions('sgdm','MiniBatchSize',32,'InitialLearnRate',1e-6,'MaxEpochs',10); %training rcnn rcnn = trainRCNNObjectDetector(stopSigns,layers,options,'NegativeOverlapRange',[0 0.1]); Sir can u share your code at [e-mail]?

[@exploringtechnologies9]

Your matlab should be atleast 2018 version or above. Sure that you have installed deep cnn addon.

[@azamuddinamir]

@@exploringtechnologies9 still Unrecognized function or variable 'layers'.