Transformer based image classifier
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enhancement
- Dominant language
- Jupyter Notebook
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Description
Search before asking
- I have searched the Roboflow Notebooks issues and found no similar bug report.
Description
Hi,
I want to add a transformer based image classifier notebook. It will be a DeiT model trained on ImageNet. The notebook I want to add will have the code for training and testing the detr model on custom dataset (from roboflow).
Additional
No response
Are you willing to submit a PR?
- Yes I'd like to help by submitting a PR!
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by locating the repository's existing image-classification notebooks and compare their structure with the requested DeiT notebook. Confirm whether the request means DeiT rather than the later “detr” reference, then cover training and testing on a custom Roboflow dataset. Done means a runnable notebook demonstrating both workflows.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- jupyter-notebook
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100