FIT3205 · Monash University
Applied computer vision
- Credit points
- 6
- Level
- 3
- Workload
- —
- Faculty
- Information Technology
What it covers
In this unit you will develop applied competence in computer vision-related perception systems that perform reliably and ethically in real-world conditions. You will work across core vision tasks including classification, detection, segmentation, and representation learning, while addressing deployment realities such as dataset bias, spurious correlations, robustness to environmental change, safety and ethics in high‑impact contexts. Through hands-on labs you will build end-to-end vision pipelines, conduct systematic error analysis, and implement mitigations such as augmentation, calibration, and subgroup validation.
Assessment
Assessment not published yet.
When and where
Not offered in 2027, or offerings not published yet.