Plant Seedling Classification
Collection
11 items • Updated
How to use uisikdag/autotrain-vit-base-patch16-224-plant-seedling-classification with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("image-classification", model="uisikdag/autotrain-vit-base-patch16-224-plant-seedling-classification")
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("uisikdag/autotrain-vit-base-patch16-224-plant-seedling-classification")
model = AutoModelForImageClassification.from_pretrained("uisikdag/autotrain-vit-base-patch16-224-plant-seedling-classification", device_map="auto")loss: 0.14714518189430237
f1_macro: 0.9583106973853369
f1_micro: 0.9583333333333334
f1_weighted: 0.9583106973853368
precision_macro: 0.9590193221810869
precision_micro: 0.9583333333333334
precision_weighted: 0.959019322181087
recall_macro: 0.9583333333333334
recall_micro: 0.9583333333333334
recall_weighted: 0.9583333333333334
accuracy: 0.9583333333333334