Eugene Yan's review of OMSCS CS6476 Computer Vision describes a course that asks students to perform computer vision tasks using only NumPy. That constraint is the standout feature: instead of calling high-level frameworks, students work through the underlying algorithms directly.
The source is a single review, so there are no differing accounts to weigh. It is best read as one student's perspective and advice for people considering the course.
Yan's write-up also includes tips for prospective OMSCS students, though the excerpt does not detail specific recommendations. Readers should treat it as a practical orientation rather than an official syllabus.