Background: The present study aims to understand the perceptions, apprehensions, and fears of peripartum COVID-positive women in low-resource settings. Study design: Cross-sectional observational study. Methodology: All COVID-positive postpartum women who delivered in the institution (vaginal delivery and cesarean section) were included in the study. Exclusion criteria included ICU admission and known mental illness. Results: A total of 61 COVID-positive women delivered in the facility during the study period. About 33 out of 61 women were nulliparous, while 28 were multigravida. Two babies tested positive for COVID-19 within 24 hours of birth. Majority of the patients were anxious prior to coming to hospital (51/61, i.e., 83.6%). The most common perceived fear reported by patients was fear of not receiving support from partner and provider (80%). Due to restrictions imposed on birth companion, 80% (49/61) women feared loneliness during labor. Apprehension of not receiving respectful maternity care was experienced by 75.4% (46/61) of women. Only 16 (26.2%) patients feared progression of disease, and 32 women (52%) were afraid of infection being transmitted to baby. However, 85% of the women reported a positive birthing experience. Good support from the family was observed in 76% of women. Despite regular visits by the doctors, eight patients (13%) felt a lack of connect due to the prevailing situation. Inability to celebrate joyful moments with family, neonatal separation, and delay in discharge were the major causes of discontent among the postpartum women. Conclusion: The study shows that the excitement and joy of pregnancy and delivery in pre-COVID times has been replaced by fear, anxiety, and uncertainty in this COVID era. Strategies, like good communication and provision of adequate support, may be particularly useful to help these women have a positive birthing experience.