CGIAR Crop Damage Classification Challenge
Helping Africa
$10 000 USD
Completed (over 2 years ago)
Classification
1156 joined
346 active
Start
27 Oct 23
Close
28 Jan 24
Reveal
28 Jan 24
No access to GPU
Notebooks Ā· 2 Jan 2024, 15:43 Ā· 4
I need advice on where to train, since I dont have access to a GPU.
Hi @hoyindamola,
Google Colab provides free GPU. Check this Notebook out for a digit classification example: https://colab.research.google.com/github/trekhleb/machine-learning-experiments/blob/master/experiments/digits_recognition_cnn/digits_recognition_cnn.ipynb
Kaggle is another option. This Notebook uses the fastai library for dog breed classification: https://www.kaggle.com/code/hortonhearsafoo/fast-ai-v3-lesson-1
I hope it helps.
Thank you.
How do you handle the image data when using Colab or Kaggle? Google Drive(Takes time to upload and access during training)? Any pointers?
I ran the starter notebook locally. My computer has no GPU. It falls back to CPU automatically.