Instructions to use ViTAMIn-O/PDLO_classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ViTAMIn-O/PDLO_classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="ViTAMIn-O/PDLO_classifier") pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoImageProcessor, AutoModelForImageClassification processor = AutoImageProcessor.from_pretrained("ViTAMIn-O/PDLO_classifier") model = AutoModelForImageClassification.from_pretrained("ViTAMIn-O/PDLO_classifier") - Notebooks
- Google Colab
- Kaggle
| true_label,pred_label,prob_satisfactory,prob_unsatisfactory | |
| satisfactory,satisfactory,0.99975115,0.00024879188 | |
| satisfactory,satisfactory,0.999995,4.9860037e-06 | |
| satisfactory,satisfactory,0.9999865,1.3447506e-05 | |
| satisfactory,satisfactory,0.99999833,1.6752168e-06 | |
| satisfactory,satisfactory,0.99990296,9.7011376e-05 | |
| satisfactory,satisfactory,0.999845,0.00015495297 | |
| satisfactory,satisfactory,0.9999678,3.221187e-05 | |
| satisfactory,satisfactory,0.99982387,0.00017614503 | |
| satisfactory,satisfactory,0.99612844,0.0038714865 | |
| satisfactory,satisfactory,0.9111792,0.088820815 | |
| satisfactory,satisfactory,0.9998123,0.00018768643 | |
| satisfactory,satisfactory,0.9996138,0.00038619278 | |
| satisfactory,satisfactory,0.9998698,0.00013016172 | |
| satisfactory,satisfactory,0.9997104,0.00028954403 | |
| satisfactory,satisfactory,0.9999722,2.7753875e-05 | |
| satisfactory,satisfactory,0.9998447,0.00015533656 | |
| satisfactory,satisfactory,0.9999825,1.7504377e-05 | |
| satisfactory,satisfactory,0.9995271,0.0004729762 | |
| satisfactory,satisfactory,0.99984634,0.00015365175 | |
| satisfactory,satisfactory,0.99323976,0.006760193 | |
| satisfactory,satisfactory,0.9999471,5.2959807e-05 | |
| satisfactory,satisfactory,0.9302152,0.069784835 | |
| satisfactory,satisfactory,0.99997544,2.45773e-05 | |
| satisfactory,satisfactory,0.99957603,0.0004239332 | |
| satisfactory,satisfactory,0.9859832,0.0140167605 | |
| satisfactory,unsatisfactory,0.088003166,0.91199684 | |
| satisfactory,satisfactory,0.9993351,0.00066482223 | |
| satisfactory,satisfactory,0.9528593,0.04714072 | |
| satisfactory,satisfactory,0.9995402,0.00045984852 | |
| satisfactory,satisfactory,0.997577,0.0024230187 | |
| satisfactory,satisfactory,0.5349651,0.46503487 | |
| satisfactory,satisfactory,0.99999213,7.889113e-06 | |
| satisfactory,unsatisfactory,0.4313945,0.5686055 | |
| satisfactory,satisfactory,0.9997942,0.00020581657 | |
| satisfactory,satisfactory,0.5057574,0.49424264 | |
| satisfactory,satisfactory,0.99994934,5.062743e-05 | |
| satisfactory,satisfactory,0.9517021,0.04829788 | |
| satisfactory,satisfactory,0.99940085,0.0005991365 | |
| satisfactory,satisfactory,0.98058194,0.019418033 | |
| satisfactory,satisfactory,0.99962807,0.00037187806 | |
| unsatisfactory,satisfactory,0.79206705,0.20793296 | |
| unsatisfactory,unsatisfactory,0.0047677523,0.9952323 | |
| unsatisfactory,satisfactory,0.85552657,0.14447348 | |
| unsatisfactory,unsatisfactory,0.0009917954,0.99900824 | |
| unsatisfactory,unsatisfactory,0.00016868734,0.9998313 | |
| unsatisfactory,unsatisfactory,0.00013977822,0.99986017 | |
| unsatisfactory,unsatisfactory,0.050983462,0.9490166 | |
| unsatisfactory,unsatisfactory,0.000707345,0.9992926 | |
| unsatisfactory,unsatisfactory,0.000112059475,0.99988794 | |
| unsatisfactory,unsatisfactory,6.7700625e-05,0.9999323 | |
| unsatisfactory,unsatisfactory,0.22897442,0.7710256 | |
| unsatisfactory,unsatisfactory,9.719304e-05,0.99990284 | |
| unsatisfactory,unsatisfactory,0.017098254,0.9829017 | |
| unsatisfactory,unsatisfactory,2.8999524e-05,0.99997103 | |
| unsatisfactory,unsatisfactory,0.0001132711,0.99988675 | |
| unsatisfactory,satisfactory,0.5715112,0.4284888 | |
| unsatisfactory,unsatisfactory,0.08374097,0.91625905 | |
| unsatisfactory,unsatisfactory,0.00025100916,0.999749 | |
| unsatisfactory,unsatisfactory,7.1715695e-06,0.99999285 | |
| unsatisfactory,unsatisfactory,6.0524697e-05,0.99993944 | |
| unsatisfactory,unsatisfactory,7.107401e-05,0.99992895 | |
| unsatisfactory,unsatisfactory,0.0008521297,0.9991479 | |
| unsatisfactory,unsatisfactory,0.011060039,0.98893994 | |
| unsatisfactory,unsatisfactory,0.0031355496,0.9968644 | |
| unsatisfactory,unsatisfactory,0.00011907512,0.9998809 | |
| unsatisfactory,unsatisfactory,0.00013133489,0.99986863 | |
| unsatisfactory,satisfactory,0.6512135,0.34878644 | |
| unsatisfactory,unsatisfactory,0.0007176918,0.9992823 | |
| unsatisfactory,unsatisfactory,2.2451277e-05,0.9999776 | |
| unsatisfactory,unsatisfactory,1.7993949e-05,0.999982 | |
| unsatisfactory,unsatisfactory,0.00086633215,0.99913365 | |
| unsatisfactory,unsatisfactory,0.00020952737,0.9997905 | |
| unsatisfactory,unsatisfactory,0.00024627327,0.9997538 | |
| unsatisfactory,unsatisfactory,0.34562668,0.65437335 | |
| unsatisfactory,unsatisfactory,0.03512636,0.9648737 | |
| unsatisfactory,unsatisfactory,8.823718e-05,0.9999118 | |
| unsatisfactory,unsatisfactory,0.19964169,0.8003583 | |
| unsatisfactory,unsatisfactory,0.00011612113,0.9998839 | |
| unsatisfactory,unsatisfactory,1.17525e-05,0.9999882 | |
| unsatisfactory,unsatisfactory,0.0004509651,0.999549 | |