Instructions to use NDSrex/Beans with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use NDSrex/Beans with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="NDSrex/Beans") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# pip install -U transformers accelerate # Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("NDSrex/Beans") model = AutoModelForImageClassification.from_pretrained("NDSrex/Beans", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Download valid/_tokenization.txt from NDSrex/Beans: direct link, hf CLI and curl.
- Browser
- Download file 603 Bytes
-
https://huggingface.co/NDSrex/Beans/resolve/refs%2Fpr%2F1/valid/_tokenization.txt
- Command line
-
hf download hf://NDSrex/Beans@refs/pr/1/valid/_tokenization.txt
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curl -L -o _tokenization.txt https://huggingface.co/NDSrex/Beans/resolve/refs%2Fpr%2F1/valid/_tokenization.txt
603 Bytes
| An example picture from the Invasive birds in FL dataset depicting a European Starling Invasive | |
| An example picture from the Invasive birds in FL dataset depicting a Feral_pigeon (1) | |
| An example picture from the Invasive birds in FL dataset depicting a House sparrow (Passer domesticus) | |
| An example picture from the Invasive birds in FL dataset depicting a Muscovy Duck | |
| An example picture from the Invasive birds in FL dataset depicting a Non invasive | |
| An example picture from the Invasive birds in FL dataset depicting a bulbul | |
| An example picture from the Invasive birds in FL dataset depicting a peacock |