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LoCAR – Low-Cost Autonomous Robot for Object Detection with Voice Command and MobileNets

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Figures & data

Figure 1. LoCAR – Low-Cost Autonomous Robot views.

Figure 1. LoCAR – Low-Cost Autonomous Robot views.

Figure 2. System components.

Figure 2. System components.

Figure 3. Screenshot of voice command capture application.

Figure 3. Screenshot of voice command capture application.

Figure 4. Sequence of images captured in 360 degrees rotation.

Figure 4. Sequence of images captured in 360 degrees rotation.

Figure 5. Flowchart of basic robot operation.

Figure 5. Flowchart of basic robot operation.

Figure 6. Detection step using various types of objects.

Figure 6. Detection step using various types of objects.

Figure 7. Original image and composition of image centering variables.

Figure 7. Original image and composition of image centering variables.

Figure 8. Main test environment.

Figure 8. Main test environment.

Figure 9. Consideration threshold variations using chairs.

Figure 9. Consideration threshold variations using chairs.

Figure 10. Graph: Number of misdiagnoses by probability.

Figure 10. Graph: Number of misdiagnoses by probability.

Table 1. Results of Experiments.

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