Upload autodistill classification notebook

roboflow / notebooks

Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

https://roboflow.com/models

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Upload autodistill classification notebook #161

Closed capjamesg closed 1 year ago

capjamesg commented 1 year ago

This PR adds the accompanying notebook for our Train an Image Classification Model with No Labeling tutorial.

SkalskiP commented 1 year ago

Hi @capjamesg 👋🏻!

Unfortunately, I need to ask you to make a few changes.

The whole notebook is 80000+ lines long, but most of those lines are entirely redundant. Take a look here. Output of call [5] makes it super hard to follow the notebook. Please assign base_model.label to a variable or remove the [5] output before committing the notebook.
Don't use paths like "/content/dataset/" or /content/dataset/valid/damaged sign/IMG_8113_jpg.rf.2873a7e5ccb38fcc5c31dc7f20adeae0.jpg" as those won't work for anyone running the notebook locally, on Kaggle or AWS.

capjamesg commented 1 year ago

@SkalskiP I have responded to your feedback in my latest commits.

SkalskiP commented 1 year ago

@capjamesg I tried to run the notebook and it doesn't work.

Screenshot 2023-07-05 at 12 25 17

Please make sure the code runs before submitting PR. 🙏🏻

capjamesg commented 1 year ago

Ah, replace train2 with train. I will submit a PR for that. I trained multiple different models in that notebook.

SkalskiP commented 1 year ago

@capjamesg please submit PR with working notebook.

capjamesg commented 1 year ago

I accidentally committed a change from another branch on this branch so I am closing this PR. The new PR, which includes the requested changes, is #168.

SkalskiP commented 1 year ago

Okey :)