image-to-text

Inspiration
People spend too much time watching video tutorials and often cannot skip to the specific area or content they need.

What It Does
This project converts video to images and then translates those images into text, effectively turning a single video into a mini manual or book. This allows users to navigate directly to the information they want.

How We Built It
We can build it using pretrained models or by training our own custom model.

Challenges We Ran Into
One of the biggest challenges was hardware limitations—processing large video files can be difficult.

Accomplishments We're Proud Of
We have completed similar projects in the past, and we're confident that this one will be equally successful.

What We Learned
We learned how to use pretrained models effectively, as well as how to manage machine learning challenges like data cleaning and optimization.

What's Next for Image-to-Text
Next, we plan to host the tool and make it available to the public.

Built With

• colab
• llama
• python