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adetailer/tests/test_ultralytics.py
2024-03-01 10:54:41 +09:00

49 lines
1.2 KiB
Python

import pytest
from huggingface_hub import hf_hub_download
from PIL import Image
from adetailer.ultralytics import ultralytics_predict
repo_id = "Bingsu/adetailer"
@pytest.mark.parametrize(
"model_name",
[
"face_yolov8n.pt",
"face_yolov8n_v2.pt",
"face_yolov8s.pt",
"hand_yolov8n.pt",
"hand_yolov8s.pt",
"person_yolov8n-seg.pt",
"person_yolov8s-seg.pt",
"person_yolov8m-seg.pt",
"deepfashion2_yolov8s-seg.pt",
],
)
def test_ultralytics_hf_models(sample_image: Image.Image, model_name: str):
model_path = hf_hub_download(repo_id, model_name)
result = ultralytics_predict(model_path, sample_image)
assert result.preview is not None
def test_yolo_world_default(sample_image: Image.Image):
result = ultralytics_predict("yolov8x-world.pt", sample_image)
assert result.preview is not None
@pytest.mark.parametrize(
"klass",
[
"person",
"bird",
"yellow bird",
"person,glasses,headphone",
"person,bird",
"glasses,yellow bird",
],
)
def test_yolo_world(sample_image2: Image.Image, klass: str):
result = ultralytics_predict("yolov8x-world.pt", sample_image2, classes=klass)
assert result.preview is not None