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🖼️ Image to Review

Our Image to Review tool helps you extract structured review data from screenshots automatically. This powerful tool processes review images and returns detailed information including review text, ratings, author names, and profile images - all in a clean, structured format ready for your applications.

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How It Works

The Image to Review tool processes review screenshots through several sophisticated steps:

1. Fetch Image: The image is downloaded from a provided URL using the requests library
2. Text Extraction: Review text, title, author name, and date are extracted using Gemini Pro, a powerful LLM for natural language processing
3. Profile Image Detection: Canny edge detection is applied for initial image preprocessing, then a ResNet model classifies and crops the profile picture based on detected bounding box coordinates
4. Return Data: The extracted review details are returned as structured JSON, alongside the cropped profile image encoded in base64 format

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API Endpoint

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Process Review

This endpoint processes an image from a given URL and extracts review details along with detected objects.

GET /process-review/?url={image_url}

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Query Parameters

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Response

{
  "review_title": "Great product, highly recommend!",
  "review_date": "2023-05-15",
  "review_text": "This product exceeded my expectations. The quality is outstanding and customer service was excellent.",
  "author_name": "John Smith",
  "review_rating": 5,
  "image": "base64_encoded_profile_image_string"
}

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Features

• Automated Extraction: Extract review data from screenshots without manual entry
• Structured Output: Receive clean, structured JSON data ready for your applications
• Profile Image Detection: Automatically detect and crop profile images from reviews
• Wide Support: Works with website reviews and chat screenshots from various platforms

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Use Cases

• Review Aggregation: Collect and organize reviews from multiple platforms
• Testimonial Collection: Easily convert screenshot testimonials into structured data
• Competitive Analysis: Analyze competitor reviews by processing their screenshots
• Social Proof: Quickly extract and showcase customer reviews on your website