add img embedding.py

applications/clip_embedding/clip_model.py

@@ -15,8 +15,18 @@ model = AutoModel.from_pretrained(
     MODEL_NAME, config=config, trust_remote_code=True
 ).to(dtype=DTYPE, device=DEVICE).eval()
 
-# ✅ 只管图像处理
-image_processor = CLIPImageProcessor.from_pretrained(MODEL_NAME)
+
+try:
+    from transformers import CLIPImageProcessor
+    image_processor = CLIPImageProcessor.from_pretrained(MODEL_NAME)
+except Exception:
+    print("[warning] EVA-CLIP 没有预处理配置，使用默认参数构造 ImageProcessor")
+    from transformers import CLIPImageProcessor
+    image_processor = CLIPImageProcessor(size={"shortest_edge": 224}, resample=3,
+                                         crop_size={"height": 224, "width": 224},
+                                         image_mean=[0.48145466, 0.4578275, 0.40821073],
+                                         image_std=[0.26862954, 0.26130258, 0.27577711])
+
 # 如果后续要做 text embedding，可以加 tokenizer
 tokenizer = AutoTokenizer.from_pretrained(MODEL_NAME)