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.