Aspose.OMR FOSS 即将推出,作为一个开源库,使光学标记识别(OMR)轻松集成到您的项目中。您将能够为多项选择测试、答题卡、调查和选票等任务创建自定义 OMR 表单,然后从扫描或拍摄的图像中读取标记。该库将支持现代图像格式,并使用抗噪算法,即使在低质量或手机拍摄的照片下也能提供准确结果。开发者可以自动化完整的 OMR 工作流,从表单设计到结果提取,无需高级图像处理或机器学习技能。
Recognize checkboxes, bubbles, and tick marks in Python — automate grading of surveys, exams, and forms from scanned images.
Add OMR to .NET workflows — design mark-recognition templates and process filled forms in bulk for data collection pipelines.
Process OMR sheets in Java — read bubble and checkbox responses from scanned forms and export results to CSV or JSON.
Fast optical mark recognition in C++ — process high-volume form batches with native image processing and minimal overhead.