Spaces:
Runtime error
Runtime error
File size: 1,825 Bytes
35153f6 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 |
import os
from .clip_encoder import CLIPVisionTower
from .openclip_encoder import OpenCLIPVisionTower
def build_vision_tower(vision_tower_cfg, **kwargs):
vision_tower = getattr(vision_tower_cfg, 'mm_vision_tower', getattr(vision_tower_cfg, 'vision_tower', None))
image_processor = getattr(vision_tower_cfg, 'image_processor', getattr(vision_tower_cfg, 'image_processor', "../processor/clip-patch14-224"))
# if not os.path.exists(vision_tower):
# raise ValueError(f'Not find vision tower: {vision_tower}')
if "openai" in vision_tower.lower() or "ShareGPT4V" in vision_tower:
vision_tower = 'openai/clip-vit-large-patch14-336'
# vision_tower = '/dataset/chengyaowang/official/MiniGemini/model_zoo/OpenAI/clip-vit-large-patch14-336'
return CLIPVisionTower(vision_tower, args=vision_tower_cfg, **kwargs)
else:
raise ValueError(f'Unknown vision tower: {vision_tower}')
def build_vision_tower_aux(vision_tower_cfg, **kwargs):
vision_tower_aux = getattr(vision_tower_cfg, 'mm_vision_tower_aux', getattr(vision_tower_cfg, 'vision_tower_aux', None))
# if not os.path.exists(vision_tower_aux):
# raise ValueError(f'Not find vision tower: {vision_tower_aux}')
if "openclip" in vision_tower_aux.lower():
vision_tower_aux = './checkpoints/CLIP-convnext_large_d_320.laion2B-s29B-b131K-ft-soup'
# vision_tower_aux = '/dataset/chengyaowang/official/MiniGemini/model_zoo/OpenAI/openclip-convnext-large-d-320-laion2B-s29B-b131K-ft-soup'
return OpenCLIPVisionTower(vision_tower_aux, args=vision_tower_cfg, **kwargs)
elif "openai" in vision_tower_aux.lower():
return CLIPVisionTower(vision_tower_aux, args=vision_tower_cfg, **kwargs)
else:
raise ValueError(f'Unknown vision tower: {vision_tower_aux}') |