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

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

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

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

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

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

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

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

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Performance comparison of YOLOv5n with various modifications. par Delun Lai (22394723)

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Empirical grouping of significantly classifying features with and without normalizing evaluation flies. ( par Angus Leung (10204592)

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Within-fly effect direction (wake – anesthesia) consistency of <i>hctsa</i> features across all flies. ( par Angus Leung (10204592)

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Distributions of feature values in generalizing and non-generalizing features. ( par Angus Leung (10204592)

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Within-fly effect direction (wake – anesthesia) consistency of <i>hctsa</i> features. ( par Angus Leung (10204592)

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Analysis pipeline for individual features in <i>hctsa</i>. ( par Angus Leung (10204592)

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None - par Angus Leung (10204592)

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(a)‌‌ Spectrum for a red LED with nm and FWHM = 14 nm, (b) Terrestrial solar spectrum with blue band (400–500 nm), yellow-band (570–590 nm) and red band (625–750 nm) highlighted.... par David Robert Grimes (10296973)

Sujets: “…plausible biological justifications…”