Uploaded Prompt Template

prompt_templates.py

@@ -0,0 +1,60 @@
+# Unified prompt templates for all tasks
+PROMPT_TEMPLATES = {
+    "basic": [
+        "Describe this image in detail.",
+        "What do you see in this image?",
+        "Analyze the contents of this image.",
+        "Explain what's happening in this image.",
+        "Provide a detailed description of this image."
+    ],
+    
+    "analytical": [
+        "Describe what you see in this image, considering its visual characteristics.",
+        "Based on the image analysis, what object or subject is shown?",
+        "How do the color and brightness patterns relate to the content?",
+        "Analyze the image features and explain what they reveal about the subject.",
+        "Describe how the regional brightness differences inform the image content.",
+        "What patterns or structures can you identify from the edge density?",
+        "How do the dominant colors help identify the subject?",
+        "Explain how the brightness distribution relates to the image composition."
+    ],
+    
+    "technical": [
+        "Analyze the color distribution and its impact on the image content.",
+        "How do the edge patterns contribute to the object recognition?",
+        "Describe the relationship between brightness distribution and subject matter.",
+        "What can you infer from the regional brightness variations?",
+        "How do the dominant colors influence the perception of the subject?"
+    ],
+    
+    "comparative": [
+        "Compare the visual characteristics of this image with typical examples of its class.",
+        "How does this image's color distribution differ from other images in its category?",
+        "What makes this particular instance unique within its class?",
+        "Analyze how this image's features align with or deviate from its class characteristics."
+    ],
+
+    "focused": [
+        "What is the exact color and appearance of this {class_name}?",
+        "What specific pose or position is this {class_name} in?",
+        "What distinguishing features can you see clearly?",
+        "How does this {class_name} stand out from its background?",
+        "What makes this particular {class_name} unique or interesting?"
+    ]
+}
+
+# Response templates for training
+RESPONSE_TEMPLATES = {
+    "basic": "This image shows a {class_name}. It is a clear and detailed view, showing distinctive features typical of a {class_name}.",
+    "detailed": "This image depicts a {class_name}. The visual characteristics include {features}. The color distribution shows {color_info}, and the edge patterns suggest {edge_info}.",
+    "analytical": "The image presents a {class_name}. Analysis of its visual properties reveals: {analysis}. These characteristics are consistent with typical {class_name} features.",
+    "focused": "Looking at this {class_name}, I can see the following specific details: {details}"
+}
+
+# Image analysis templates
+ANALYSIS_TEMPLATES = {
+    "color": "The image has average RGB values of R:{r}, G:{g}, B:{b} with variations of ±{r_std}, ±{g_std}, ±{b_std}.",
+    "brightness": "The overall brightness is {brightness}/255 with a contrast level of {contrast}.",
+    "edges": "Edge density analysis shows {edge_density}% of pixels forming edges.",
+    "regions": "Regional brightness varies with top: {top}, bottom: {bottom}, left: {left}, right: {right}."
+}