Apple quality classification using different methodology systems. per Danish ul Khairi (19660534)

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(a) Fresh Apple (b) Mid rotten Apple (c) Rotten Apple. per Danish ul Khairi (19660534)

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Transpiled CNOT quantum gate circuit showing the decomposition into 5 native gates with a circuit depth of 7. per Danish ul Khairi (19660534)

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Training accuracy and loss for NNQEv1 and NNQEv2 across 5 layers and 40 epochs. per Danish ul Khairi (19660534)

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Visual comparison of quantum-encoded feature maps generated by the NNQEv1 (CNOT) and NNQEv2 (CZ) entanglers for a single input image. per Danish ul Khairi (19660534)

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Comparison of CNOT and CZ gate fidelity and noise characteristics. per Danish ul Khairi (19660534)

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Table comprehensive performance comparison of classical, quantum, and hybrid models across datasets. per Danish ul Khairi (19660534)

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Test accuracy (%) of NNQEv1 and NNQEv2 with different optimizers across 1 to 5 layers on the apple dataset. per Danish ul Khairi (19660534)

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Sample images of FruitQ dataset. per Danish ul Khairi (19660534)

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Quantum circuit diagrams for different layers and entangling gates: (a) Layer 1 with NNQEv2 entangler. per Danish ul Khairi (19660534)

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(a) CNOT Encoded Features (b) CZ Encoded Features. per Danish ul Khairi (19660534)

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CNOT encoded features and CZ encoded features. per Danish ul Khairi (19660534)

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Transpiled CZ quantum gate circuit showing the more efficient decomposition into 3 native gates with a circuit depth of 6. per Danish ul Khairi (19660534)

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The verification of the output per Paul A. Gagniuc (1818325)

“…<p dir="ltr"><b>The verification of the output</b>. (A) initial transition matrix (T1) of the simulator. …”

Sample verification. per Lauren Lanahan (3165426)

Antibody verification. per Lan Xia (443866)

“…<p>(A) Overexpression verification. HEK293T cells were transfected with CFAP77-, CCDC105-, or TEX43-tagged plasmids; both tag-antibodies and their antibodies recognized a specific band at the same molecular size. …”

Model verification. per Philippos Michaelides (18463232)

Verification of integrity. per Chin-Ling Chen (17542074)

Verification of sgRNA Knockout Efficiency in HeLa cells. per Lucai Wang (22050158)

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Left and right-side shoulder kinematics for model verification for: A) the static verification task, and B) the dynamic verification task. per Zoe M. Moore (22331721)