Quantum Covid Imaging Toolkit

Cloned from QML-toolkit by: Kinshuk Sengupta

Dataset - Due to large file size, we could only upload some samples to the gitrepo.

Codebase: Some code files will be updated soon. The working code is commited to the branch using QNN.

	Epoch	Loss	Val Loss	Hinge Accuracy	Val Hinge Accuracy
	1/10	0.6566	0.387	0.7534	0.816
	2/10	0.3568	0.3348	0.8263	0.8311
	3/10	0.3281	0.3269	0.8497	0.8579
	4/10	0.2994	0.289467	0.9061	0.8769
	5/10	0.2707	0.259417	0.95425	0.89785
	6/10	0.2707	0.229367	0.95825	0.9188
	7/10	0.2133	0.199317	0.95865	0.93975
	8/10	0.1872	0.169267	0.95825	0.9607
	9/10	0.1872	0.169267	0.95825	0.9607
	10/10	0.1821	0.169167	0.96925	0.9657

Training Samples: 9580 Testing Samples: 1500

Predicted Values Positive Negative Positive 874 26 Negative 20 580 Total Evaluation Sample 1500

Training Time: 52 min avg on multiple instances.