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flowers_101_convnext_model
hugginglearners/flowers_101_convnext_model
flowers_101_convnext_model is a image classification model from hugginglearners. Use it when you need a label for an image. It is set up for fastai.
This model has been trained with convnexttinyin22k with Flowers-101 datasets in Kaggle.
Access
Public
Updated Jul 13, 2022
Repo size
230 MB
Likes
3
Public
Repo makeup
Click a slice to open those files.
.pkl115 MB · 100%
At a glance
- Task
- Image Classification
- Library
- fastai
- Access
- Public
- Created
- Jul 4, 2022
- Updated
- Jul 13, 2022
- SHA
- 45484803
Model card
From the Hugging Face model README
Model card
Model description
This model has been trained with convnext_tiny_in22k with Flowers-101 datasets in Kaggle.
Useful graphs logged with wandb
Intended uses & limitations
- The model can be used be for classifying flowers only.
Limitations
- Even if the picture uploaded is not of a flower, you can can notice it will be predicted as of flower.
- The model on validation dataset has accuracy of 94.23%
Training and evaluation data
- The models has been trained and evaluated with Flowers-101 datasets in Kaggle.
- We used a Random Splitter to train and evaluate data
- Task
- Image Classification
- Library
- fastai
- Created
- Jul 4, 2022
- Updated
- Jul 13, 2022