|
|
|
|
|
import os |
|
from annotator.util import annotator_ckpts_path |
|
from .api import make_detectron2_model, semantic_run |
|
|
|
|
|
class OneformerCOCODetector: |
|
def __init__(self): |
|
remote_model_path = "https://huggingface.co/lllyasviel/Annotators/resolve/main/150_16_swin_l_oneformer_coco_100ep.pth" |
|
modelpath = os.path.join(annotator_ckpts_path, "150_16_swin_l_oneformer_coco_100ep.pth") |
|
if not os.path.exists(modelpath): |
|
from basicsr.utils.download_util import load_file_from_url |
|
load_file_from_url(remote_model_path, model_dir=annotator_ckpts_path) |
|
config = os.path.join(os.path.dirname(__file__), 'configs/coco/oneformer_swin_large_IN21k_384_bs16_100ep.yaml') |
|
self.model, self.meta = make_detectron2_model(config, modelpath) |
|
|
|
def __call__(self, img): |
|
return semantic_run(img, self.model, self.meta) |
|
|
|
|
|
class OneformerADE20kDetector: |
|
def __init__(self): |
|
remote_model_path = "https://huggingface.co/lllyasviel/Annotators/resolve/main/250_16_swin_l_oneformer_ade20k_160k.pth" |
|
modelpath = os.path.join(annotator_ckpts_path, "250_16_swin_l_oneformer_ade20k_160k.pth") |
|
if not os.path.exists(modelpath): |
|
from basicsr.utils.download_util import load_file_from_url |
|
load_file_from_url(remote_model_path, model_dir=annotator_ckpts_path) |
|
config = os.path.join(os.path.dirname(__file__), 'configs/ade20k/oneformer_swin_large_IN21k_384_bs16_160k.yaml') |
|
self.model, self.meta = make_detectron2_model(config, modelpath) |
|
|
|
def __call__(self, img): |
|
return semantic_run(img, self.model, self.meta) |
|
|
|
|
