The Power of Synthetic Data — Part 2

Moving closer to the real world

Introduction

Real Dataset

Synthetic Dataset

Synthetic vs. Real

Figure 1. Real vs. synthetic data side-by-side comparison.

Experiments

Table 1. Experimental results
Figure 2. Validation losses across experiments.

Top losses

Figure 3. Top Loss Validation Images — left image obtained from synthetic experiment, right image obtained from mixed 200 experiment

Conclusions

Using the power of synthetic data to democratise Computer Vision.