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YOLOv5 Furniture Detection

Trained a furniture detection model using YOLOv5. This model handles chairs, tables, and sofa.

Validation Set Results

predicted_results confusion_matrix

Analysis of misclassified images

Table--201-_jpg rf 78f74a6caed3b7eb36ac961a7156a5b4 Table--51-_jpg rf b4b15b0694a820b848d8d884babcd633

Conclusion

Total Number of Images in the validation set = 161
Total Number of misclassified images = 29

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Object Detection Model for Chair, Sofa and Table

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