Inspiration
MustVerify started with deepfake detection company which has expertise to detect real, fake or AI generated content. It uses 20 models to rely on the result for hundred percent confidence report and accuracy. It relies on different types of algorithm for different models.
What it does
MustVerify detects real, fake and AI generated content. It is also expanding its vision to do background checking for companies and businesses for employees, vendors and clients relationship. Moreover the company did work on projects like automated AI powered agents and chatbots for CRM, payment processing, recruiting process and record tracking needs to provide business growth services. The company is expanding its vision to help small to mid range businesses to grow with their computer information system needs and services like CRM, E-Commerce and Payment handling with web and app hosting as well.
How we built it
I aka the company uses python programming language for the 20 models. Different models have different architecture with different deep learning algorithms. I trained the models with various types of datasets and tested the models for accuracy for project success. I was relied on different model architecture and deep learning algorithms to make a successful project. The models are programming language based, not any automation project.
Challenges we ran into
I had to train multiple models with various types of datasets. The dataset numbers were huge. I had to cross check every datasets and model architecture to not have any bias or wrong output. The time took to train and test the models with various datasets were contribution for some sleepless night.
Accomplishments that we're proud of
The model was able to become an adaptive system to detect real, fake and AI generated content with a confidence report from an input of a picture. The same trained models were able to do some other category projects as well for continuous vision .
What we learned
I really learned how you can grow from projects to projects if you able to build a good model and adaptive system. You can change your vision and experiment with your ideas that matches with the project.
What's next for MustVerify
MustVerify will continue to grow with its new vision and project ideas. After become an AI expert company, MustVerify will dedicate its service to business needs and growth in real time any kind business needs and services.
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