Visualize Evals
liquid-cookbooklanguage-modelslaptopedgeioscar-maker-identificationexamplesnotebookslanguage-modelandroid
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Evaluation Results Visualization
This notebook loads and visualizes evaluation results from CSV files with embedded images.
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Print all evaluation samples
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/Users/paulabartabajo/src/liquid/leap-examples/examples/car-maker-identification/src/car_maker_identification/report.py:153: UserWarning: Tight layout not applied. The left and right margins cannot be made large enough to accommodate all Axes decorations. plt.tight_layout()
Number of classes: 53 Classes: ['Acura', 'Audi', 'BMW', 'Bentley', 'Bugatti', 'Buick', 'Cadillac', 'Chevrolet', 'Chrysler', 'Daewoo', 'Dodge', 'Ferrari', 'Fisker', 'Ford', 'GMC', 'HUMMER', 'Hyundai', 'Isuzu', 'Jeep', 'Lamborghini', 'Lincoln', 'MINI', 'Maybach', 'Mercedes-Benz', 'Nissan', 'Plymouth', 'Ram', 'Rolls-Royce', 'Spyker', 'Suzuki', 'Tesla', 'The car in the picture is a Chevrolet.', 'The car in the picture is a Chrysler.', 'The car in the picture is a Maybach.', 'The car in the picture is a Spyker.', 'The car maker in the picture is Chevrolet.', 'The car maker in the picture is Ford.', 'The car maker in the picture is Jeep.', 'The car maker in this picture is BMW.', 'The car maker in this picture is Buick.', 'The car maker in this picture is Chrysler.', 'The car maker in this picture is Dodge.', 'The car maker in this picture is Ford.', 'The car maker in this picture is Ford. The vehicle is a Ford Mustang convertible, identifiable by its distinctive front grille with the Mustang emblem and the overall design of the car.', 'The car maker in this picture is GMC, which is a division of General Motors. The vehicle shown is a GMC Yukon Hybrid, identifiable by the "Hybrid" badge on the rear of the vehicle.', 'The car maker in this picture is Jeep. This can be identified by the distinctive design features of the vehicle, such as the shape of the headlights, the grille, and the overall body style, which are characteristic of Jeep SUVs.', 'The car maker in this picture is MINI.', 'The car maker in this picture is Maybach.', 'The car maker in this picture is McLaren.', 'The car maker in this picture is Mercedes-Benz.', 'The car maker in this picture is Volkswagen.', 'Toyota', 'Volkswagen'] Total predictions: 100 Correct predictions: 66 Accuracy: 0.660
Calculate Accuracy
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0.66
Print only misclassified samples
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