Car-Model-Recognition | Car Model Recognition project | Machine Learning library
kandi X-RAY | Car-Model-Recognition Summary
kandi X-RAY | Car-Model-Recognition Summary
This is a university project for the course "Computer Vision". This project consists in a classifier of car model.
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Top functions reviewed by kandi - BETA
- Train a model iteratively
- Train a model
- Test the model
- Plots training and test loss
- Write the confusion matrix
- Prepare data for training
- Get class by index
Car-Model-Recognition Key Features
Car-Model-Recognition Examples and Code Snippets
Community Discussions
Trending Discussions on Car-Model-Recognition
QUESTION
I have two GPUs, and both of them are CUDA devices, but I don't know, how to use both of them to train my resnext model: link for a github repository, which I took as a base code for my project. The only important thing I've changed is this:
...ANSWER
Answered 2020-May-28 at 00:50For single:
QUESTION
I try to use this tutorial to train my own car model recognition model: https://github.com/Helias/Car-Model-Recognition. And i want to use coda and my gpu perfomance to enhance training speed (preprocesssing step was completed without any errors).But when I try to train my model, I've got the following errors:
...ANSWER
Answered 2020-Feb-17 at 18:08Looking at main.py
, you run a lot of code at the module level. On Windows, python's multiprocessing
module will start a new python interpreter, import your modules, unpickle a snapshot of your parent context and then call your worker function. The problem is that all of that module level code executes merely by import and you essentially run a new copy of your program instead of building a context for your worker.
The solution is two-fold. First, move all of the module level code into functions. You want to be a able to import your module without side effects. Second, call the function(s) that start your program from a conditional
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Vulnerabilities
No vulnerabilities reported
Install Car-Model-Recognition
Stanford Cars Dataset from jkrause (low images quantity)
Comprehensive Cars Database, here the module to get this dataset MODULE
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