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small-scale-computer-vision

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ablanco1950 / CarsBrands_Resnet_Pytorch

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Project that detects the brand of a car, between 1 and 49 brands ( the 49 brands of Stanford car file), that appears in a photograph with a success rate of more than 80% (using a test file that has not been involved in the training as a valid or training file, "unseen data") and can be implemented on a personal computer.

python opencv pytorch image-classification resnet object-detection brands resnet-50 standford cars-dataset small-scale-computer-vision
  • Updated Dec 17, 2023
  • Python

ablanco1950 / CarsModels_Resnet_Pytorch

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Project that detects the model of a car, between 1 and 196 models ( the 196 modelss of Stanford car file), that appears in a photograph with a success rate of more than 70% (using a test file that has not been involved in the training as a valid or training file, "unseen data") and can be implemented on a personal computer.

python pytorch resnet deeplearning transfer-learning resnet-50 stanford-cars cars196 cars-dataset small-scale-computer-vision
  • Updated Feb 9, 2024
  • Python

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