I’ve built an automated therapist app called MindRelaxr using PyTorch and a host of other tools (Dialogflow, Tensorflow Lite, Firebase, ONNX, Paypal, and Android Studio). I’m going to show you how I integrated these tools together to build a paid service that uses AI generated Cognitive Behavioral Therapy techniques to help people reduce their depression and anxiety. This app uses a sentiment analysis model trained in PyTorch as well as Google’s cloud natural language processing service ‘dialogflow’ to provide low cost therapy. Enjoy!
Code for this video (includes the #AIStartupChallenge details):
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44 comments
You are a genious.
Your exceptional. Mother of ideas, master hunter and product shipment guru. I call you Code & Wine. You should bless God for your master intent
And cute too 😍
It's amazing how the style of comments changed from positive in this video to only negative in the latest ones
the kinds of people that might need a therapist might also find the intro a pretty aggressive hard sell.
Hi Siraj, thanks for your instruction.
But I got an error when I run the code "torch.onnx.export(trained_model, dummy_input, "sentiment.onnx")"
error message is "forward() missing 1 required positional argument: 'hidden'".
What can I pass for the missing argument "hidden"?
Great video
I loved the way how he managed to skip the entire ONNX content.
another video for startup pls
At 19.50 I'm having an "Attribute error" in that Instantiate cell.
Can you please help?
Does anyone tried out this tutorial in 2020!
I am facing a issue with gradle build, can anyone please help me in fixing the issue!
You can either reply here or your can shoot a mail at satyamsharma211999@gmail.com
Thanks for reading,
Satyamsharma.
13:30 "I watch videos at 3x speed"
Youtube: Am i joke to you
I love your teachings they inspire me alot. please if I want to start in AI where do I start from
"$35 a month is much cheaper than a human therapist"… Uh… yeah.. and charging $35 for this is pretty steep
siraj
i got stuck please help
TypeError: forward() missing 1 required positional argument: 'hidden'
while exporting the pytorch to onnx
i'm at 2x!.. how do we get to 3x on youtube?
siraj.. what a hero.. great job
Siraj and code bullet
How can you change YouTube to be at 3 times speed right the fastest I can watch is 2 times speed(which I was while you were talking about it)
Tit video 13:14
hi siraj i am sathya i built an good recommendation model for a retail store.
i have an doubt about how to implement an app. can i built an startup based on recommendation sysytem.?
Dope stuff.. Very informative.. Thanks for this tutorial Siraj.
Can you talk about export model with torch-c++ or lua-torch? is it worth it?
Please talk more about android 😅🤩
I dont understand quite what the client-based learning does and what dialog-flow does in your program. How does it decide when to use what?
Starting to watch videos: Having 2 – 3 open tabs…
Clicking on Siraj's videos: Having 30 open tabs.
Siraj! Definitely talk more about Firebase, android and cloud functions on Firebase! It is hard for folks like me to build apps when I'm not familiar with JavaScript(Firebase cloud functions) nor Android…:((
Hi there! Work through your video, and I faced with issue that when I tried to convert simple one-layer CNN to onnx and this onnx to tflite it trew error "Unexpected value for attribute 'data_format'. Expected 'NHWC'" Can your help with that?
I tried watching Siraj at 3x…I nearly went back in time.
44:10, this is a emotional moment, I love it
how did you train for therapist comments ?
Following #AIStartupChallenge from this video? Watch the 1st prize unboxing at https://youtu.be/hV7JBSQLyjQ
How do watch at 3x speed?? I do 2x on youtube but ive never seen 3x option
torch.onnx.export(trained_model, dummy_input, "sentiment.onnx")
this portion of the code refused to run.
TypeError: forward() missing 1 required positional argument: 'hidden'
does anybody have a solution?
@siraj please help out
Thanks
You are so awesome, super thanks!!!!!!
The given onnx code to export .pth to .onnx is not working because it is copied from the
"Export the trained model to ONNX" section of the code from this link:
https://github.com/onnx/tutorials/blob/master/tutorials/PytorchTensorflowMnist.ipynb
The dimensions of the Variable are directly copied hence wrong. Moreover, a tensor 'hidden' needs to be passed in the torch.onnx.export() function which is also not done. I wonder how did Siraj run it with this code.
The rest of the Pytorch code is taken from the link:
https://colab.research.google.com/github/agungsantoso/deep-learning-v2-pytorch/blob/master/sentiment-rnn/Sentiment_RNN_Exercise.ipynb#scrollTo=axUZJ4mCpmw6
Contains the exactly same code used in the video to make the torch model.
love this! simply amazingly awesome 🙂 .. hmm why manually code the iOS/Android apps, more efficient to use ml automation 😉
Show IA Man ! Maybe Cyborg humanized by big data. Crazy ! how to multiply more Siraj???
test_review_pos = 'This movie had ordinary acting and the dialogue was so ordinary. I tried it.' This got a Positive review: Prediction value, pre-rounding: 0.925677
0.925677 Positive review detected! Artificial Intelligence, Bring it on!
You've contributed greatly to the AI revolution, I hope you know that
Hey Siraj I just wanted to ask what is the service which ai will not be able to provide curious to know your thoughts
He starts building at 10:45
TypeError: forward() missing 1 required positional argument: 'hidden'
Help needed
Please help! at 21:49 "TypeError: forward() missing 1 required positional argument: 'hidden' "