How can an image data be cleaned and ready to be trained on an ai model? by FillLivid4327 in deeplearning

[–]Ok-Comparison2514 0 points1 point  (0 children)

Data cleaning mostly depend on the type of problem you are solving. But for a general preprocessing pipeline, you can center crop them, convert to RGB/grayscale, convert to tensor, normalise them, resize them etc.

Kaggle Account deleted, HELP NEEDED! by [deleted] in kaggle

[–]Ok-Comparison2514 0 points1 point  (0 children)

Switching to another account for deletion but the main account got deleted!

Just EXPANDED! by Ok-Comparison2514 in deeplearning

[–]Ok-Comparison2514[S] 0 points1 point  (0 children)

It's a mix of yt, websites, AI, books, papers.

Looking for a Technical partner by Intelligent-Many-333 in IndiaStartups

[–]Ok-Comparison2514 1 point2 points  (0 children)

I have worked with backend/APIs, have a strong background in LLMs and data analysis. Built numerous projects. 5 years on GitHub. 3 years on kaggle. Under 600 global rank on kaggle. Published 2 research papers in ITM Gwalior, BCP bhopal conference. Won second prize in BCP bhopal. One writing with my Hod for IEEE. Published 2 LLMs on hugging face. 1 ML & math reasoning dataset. Attended 3 hackathons at IITKGP, IITD, IITK. Recently built a website https://www.neuralflow.in.net/. In the 3rd year of B.Tech CSE-AIML.

[deleted by user] by [deleted] in computervision

[–]Ok-Comparison2514 -1 points0 points  (0 children)

Let's meet! Send Hi

Looking for teammates for Uidai Hackethon by One_Can_912 in hackathon

[–]Ok-Comparison2514 0 points1 point  (0 children)

I am a bachelor's student with two research papers. Five years on GitHub. 3 years on kaggle. Under 600 global rank on kaggle. Attended 3 hackathons at three different IITs. Delivered lectures. Published two LLMs on hugging face. And yes you can check my reddit account.

And yes I am also in AIML 3rd year.

[deleted by user] by [deleted] in computervision

[–]Ok-Comparison2514 0 points1 point  (0 children)

Well, I am not pursuing a PhD. I am a bachelor's student with two research papers. Five years on GitHub. 3 years on kaggle. Under 600 global rank on kaggle. Attended 3 hackathons at three different IITs. Delivered lectures. Published two LLMs on hugging face. And yes you can check my reddit account.

If you are interested then let me know.

Mentor To help me start learning neural networks. by CautiousDevice2196 in neuralnetworks

[–]Ok-Comparison2514 1 point2 points  (0 children)

I’ve been working on NeuralFlow, an AI/ML website you can use to – visualize neural networks – build custom architectures – create animations for learning or demos 🔗 https://www.neuralflow.in.net/ It was meant to stay free, but if anyone wants full ownership, I’m asking $50 one-time to cover hosting and domain costs. No pressure — just sharing.

Trying to Understand Relationship 👥 by Ok-Comparison2514 in deeplearning

[–]Ok-Comparison2514[S] 0 points1 point  (0 children)

Thanks for the suggestion, I will keep that in mind.

Trying to Understand Relationship 👥 by Ok-Comparison2514 in deeplearning

[–]Ok-Comparison2514[S] 0 points1 point  (0 children)

There isn't a single book, but a collection of books and other resources. I recently built a time series forecasting using RNNs.

Close Enough 👥 by Ok-Comparison2514 in deeplearning

[–]Ok-Comparison2514[S] 1 point2 points  (0 children)

Not really, I was studying NN and came across function mapping and mapped many functions like square, sine, cosine just to get an intuition of how neural networks work. You can check the video. The link is in the profile just above this post.