Capstone project based on Amazon Bin Image Dataset
Accuracy(%) | RMSE(Root Mean Square Error) |
---|---|
40.26 | 1.45 |
Resnet 34 layer architecture and trained from the scratch by Image classification
Accuracy(%) | RMSE(Root Mean Square Error) |
---|---|
55.67 | 0.930 |
VGG16 network application with fined tuning by Image classification
Accuracy(%) | RMSE(Root Mean Square Error) |
---|---|
46.5 | 1.214 |
http://cs229.stanford.edu/proj2018/report/65.pdf
Resnet 34 Adam
Accuracy(%) | RMSE(Root Mean Square Error) |
---|---|
56.2 | 0.90 |