Create Phyton

Phyton

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+img = Image.open("diagram.png")  # ใส่ภาพของคุณ
+inputs = processor(images=img, return_tensors="pt")
+outputs = model(**inputs)
+
+# แปลงผลลัพธ์เป็นกรอบและ label
+target_sizes = torch.tensor([img.size[::-1]])
+results = processor.post_process_object_detection(outputs, target_sizes=target_sizes, threshold=0.5)[0]
+
+draw = ImageDraw.Draw(img)
+for score, label, box in zip(results["scores"], results["labels"], results["boxes"]):
+    draw.rectangle(box.tolist(), outline="red", width=2)
+    draw.text((box[0], box[1]-10), f"{model.config.id2label[label.item()]}: {score:.2f}", fill="red")
+
+img.show()