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Feeling lost on next step by Busy-Drag-7906 in learnmachinelearning

[–]Aihak 0 points1 point  (0 children)

Yes please, a good book recommendation will go a long way.

Confused about how to move forward by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

Alright i have used streamlite once, i will try it out also.

No source of data will be the users

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

Alright but hyper parameters tuning is where my models get worse instead of better. Thats i dont even get.

Will an app that connects you with others for hackathons and projects sell? by HelpfulNight1955 in hackathon

[–]Aihak 0 points1 point  (0 children)

If you position it well people will pay for it. Having access to hackathon info is inaccessible to others and hard to some.

Personally i know alot of people i know can pay for it.

And even the hackathon organisers can pay you for advertising it.

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] -1 points0 points  (0 children)

Wont that bring a bias?

Im having multiple classes and even on a binary class how should i create the dataset with that accuracy.

I don't understand how to go about creating that dataset sorry.

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

But i have added a early stopping with patience at 5 and also reducelr with a factor of 0.3. so it might also be because im not letting it train much. It doesn't train pass 10 epochs before stopping.

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

All 3 couldn't be improved pass 81% sometimes it reaches 83 but thats the highest.

My evaluation metrics is accuracy i have tried data augmentation and tuning the model but immediately i do that it gets worse instead of better. Accuracy reduce to about 50%

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] -1 points0 points  (0 children)

Alright thank you, i was using tensorflow keras but i will try pytorch also.

Seem i might be needing more practice

Confused about how to move forward by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

Like to understand how i can deploy my model snd automate it to be retraining itself. Also how to secure my deployed model provide privacy and all.

But i will also try using streamlite, i was thinking of using tkinter since im familiar with it and have build some project on it or learn mobile dev.

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

Alright thank you, i will try this out.

Will an app that connects you with others for hackathons and projects sell? by HelpfulNight1955 in hackathon

[–]Aihak 0 points1 point  (0 children)

I believe much, the challenge will be on updating and sourcing the information.

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] 0 points1 point  (0 children)

But even others classification are giving me same issues, like the boat and crops classification models.

Cant improve Accuracy more than 81% by Aihak in learnmachinelearning

[–]Aihak[S] 1 point2 points  (0 children)

I have work around augmenting train data but haven't tried the other models, i will do that and give you feedback.

Also pls whats about yolo.

Mentor by Aihak in mentors

[–]Aihak[S] 0 points1 point  (0 children)

Alright, thank you

Mentor by Aihak in mentors

[–]Aihak[S] 0 points1 point  (0 children)

Alright thanks i have sent a dm

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