WhatIsThatCar

Inspiration

Intact Challenge using Computer Vision

What it does

Identifies car model type given an image of the car from any angle

How I built it

I collected data, built the data loader for training. To train the model, I used the detectron2 framework provided by Facebook. To get the best model I ran multiple tests on the validation set.

Challenges I ran into

Developing the data loader. Preventing the model from overfitting.

Accomplishments that I'm proud of

The model is live.

What I learned

transfer learning, various model architectures

What's next for WhatIsThatCar

Identify license plate, damages on the car for use in insurance and accident situations.

Built With

• detectron2
• opencv
• python