Project on AI

Question

AI project best examples and how we can do that.any idea?

Answer 1

For any AI projects

You will need datasets

Then preprocess it for texts you can use NLP or and images you can use gray scale methods

Create the model architecture according to your needs

Then compile the model with optimiser, loss function and metrics

Finally train the model with train data with appropriate batch size and epochs

Evaluate the model with test sets

Check the accuracy of both train and test data and adjust the model according( Like overfitting or underfitting )

Then predict the data

Save the model

You can integrate it anywhere either website or any apps

Answer 2

For libraries some popular ones are keras, sklearn, Pytorch, and tensorflow.

Have a look. The approach you do and particular model depends heavily on the project. For example, you may want to consider a keras model with diffusion or GAN for generating synthetic images.
There's many great tutorials online on how to do so.
Aladdin Persson has some great breakdowns of various models.

Answer 3

If you want to create one simply with an API, openAI is a good choice, and just like Anya [Less/Active] and Jerry Hobby said, it's not free.
Google also provides API for their multiple models, and you can get started for free. It's also really easy to learn and implement. Go to Google AI Studio, create an API key, and gi through their instructions abd documentation, and get started.

There are also some other free API out there you can find out in the internet, if you want to.

Answer 4

OpenAI (chatgpt) has an API you can use. You send it prompts and it sends you results. That API also allows training so you could customize it to output information about topics the AI doesn't know, such as how to use your application or game.

This is not free, but not expensive.

For precise suggestions on how to train it, ask ChatGPT to give suggestions. I created a training document for my project and asked ChatGPT to review my document and give me feedback on quality, completeness, format, etc.

Answer 5

Shihan
Yeah ur right 👍

Answer 6

U can use ChatGpT key but it's not free sadly

Answer 7

if you wanna program it try it with python with some of the following modules:

NLTK (language processing)

Scikit-Learn (training)

Tensorflow (deep learning / neural networking)

PyTorch (same as tensorflow basically)

openAI api key runs out quickly and is overall a pain to use, you might need to learn ML first

Answer 8

Thanks everyone for your inputs.
I will try to explore more.
How about Image recognition?
Or any other skill or projects can be done?

Answer 9

Hello Everyone,
Any idea or suggestions on Image recognition like Google lense?
please suggest if any examples we can consider in AI.