Delete vision.py

vision.py

@@ -1,50 +0,0 @@
-
-# models/vision.py -- Working
-
-from transformers import pipeline
-from PIL import Image
-
-class VisionModel:
-    def __init__(
-        self,
-        model_name: str = "valentinafeve/yolos-fashionpedia",
-        threshold: float = 0.7
-    ):
-        self.pipe = pipeline("object-detection", model=model_name)
-        self.threshold = threshold
-
-    def detect(self, image: Image.Image):
-        # 1) Ensure RGB
-        if image.mode != "RGB":
-            image = image.convert("RGB")
-
-        # 2) Run detection
-        results = self.pipe(image)
-
-        # 3) Process & filter
-        processed = []
-        for r in results:
-            score = float(r["score"])
-            if score < self.threshold:
-                continue
-
-            # r["box"] is a dict: {"xmin":..., "ymin":..., "xmax":..., "ymax":...}
-            box = r["box"]
-            coords = [
-                float(box["xmin"]),
-                float(box["ymin"]),
-                float(box["xmax"]),
-                float(box["ymax"]),
-            ]
-
-            processed.append({
-                "label": r["label"],
-                "score": score,
-                "box": coords
-            })
-
-        return processed
-
-
-
-