Osteoarthritis, is a condition that inexorably leads to impairment which has recognizable symptoms such as reduced ambulation, knee swelling, and stiffness. This study aims to compare the effects of proprioceptive knee training and neuromuscular training reducing symptoms associated with grade I and grade II Knee Osteoarthritis (OA). Totally 60 subjects were included in the study and were divided into two groups. After obtaining consent from the participants, their motion was tracked during the whole performing exercise using AI application. Proprioceptive knee training group (n = 30) were treated with proprioception exercises and neuromuscular training group (n = 30) were treated with conventional exercises. The pre and post-test values were measured using WOMAC. A statistically significant difference was found between Proprioceptive knee training group and neuromuscular training group using IBM SPSS 22 VERSION. According to the statistical analysis conducted on the quantitative data, the post-test mean value of WOMAC scale in proprioceptive knee training group was 60.42 while in neuromuscular training group was 34.25. This demonstrates that proprioceptive knee exercises have a significant impact on individuals with osteoarthritis.