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,0.9989592,0.00104085 | |
| satisfactory,satisfactory,0.99998164,1.834027e-05 | |
| satisfactory,satisfactory,0.9998419,0.00015803758 | |
| satisfactory,satisfactory,0.99997854,2.1474747e-05 | |
| satisfactory,satisfactory,0.9999387,6.1259125e-05 | |
| satisfactory,satisfactory,0.9998808,0.000119206 | |
| satisfactory,satisfactory,0.99995244,4.7522222e-05 | |
| satisfactory,satisfactory,0.99994564,5.4399185e-05 | |
| satisfactory,satisfactory,0.9991604,0.00083954225 | |
| satisfactory,satisfactory,0.749852,0.25014794 | |
| satisfactory,satisfactory,0.99984896,0.0001509777 | |
| satisfactory,satisfactory,0.99970573,0.00029425745 | |
| satisfactory,satisfactory,0.9997497,0.00025031203 | |
| satisfactory,satisfactory,0.9985238,0.0014762129 | |
| satisfactory,satisfactory,0.9999131,8.691986e-05 | |
| satisfactory,satisfactory,0.9989341,0.0010659255 | |
| satisfactory,satisfactory,0.99975973,0.00024032393 | |
| satisfactory,satisfactory,0.99793315,0.0020668693 | |
| satisfactory,satisfactory,0.9996648,0.000335244 | |
| satisfactory,satisfactory,0.9941375,0.005862531 | |
| satisfactory,satisfactory,0.9998272,0.00017286537 | |
| satisfactory,satisfactory,0.99036914,0.009630804 | |
| satisfactory,satisfactory,0.9998977,0.00010225509 | |
| satisfactory,satisfactory,0.9995353,0.00046464158 | |
| satisfactory,satisfactory,0.9862896,0.013710445 | |
| satisfactory,satisfactory,0.85799223,0.14200777 | |
| satisfactory,satisfactory,0.999321,0.0006790212 | |
| satisfactory,satisfactory,0.9898065,0.010193493 | |
| satisfactory,satisfactory,0.9998789,0.00012107872 | |
| satisfactory,satisfactory,0.9766833,0.023316737 | |
| satisfactory,satisfactory,0.72331876,0.27668127 | |
| satisfactory,satisfactory,0.99993956,6.045825e-05 | |
| satisfactory,satisfactory,0.95151323,0.04848676 | |
| satisfactory,satisfactory,0.99948895,0.0005110404 | |
| satisfactory,satisfactory,0.9420749,0.05792504 | |
| satisfactory,satisfactory,0.9997631,0.00023695698 | |
| satisfactory,satisfactory,0.6913073,0.30869263 | |
| satisfactory,satisfactory,0.9996069,0.00039306903 | |
| satisfactory,satisfactory,0.998459,0.0015410646 | |
| satisfactory,satisfactory,0.9995982,0.00040181552 | |
| unsatisfactory,satisfactory,0.80931675,0.19068323 | |
| unsatisfactory,unsatisfactory,0.0018195248,0.9981805 | |
| unsatisfactory,satisfactory,0.93508685,0.0649131 | |
| unsatisfactory,unsatisfactory,0.000591661,0.99940836 | |
| unsatisfactory,unsatisfactory,0.00011861852,0.9998814 | |
| unsatisfactory,unsatisfactory,0.0034897495,0.9965102 | |
| unsatisfactory,unsatisfactory,0.0065973457,0.99340266 | |
| unsatisfactory,unsatisfactory,0.0033877383,0.99661225 | |
| unsatisfactory,unsatisfactory,0.00079514674,0.99920493 | |
| unsatisfactory,unsatisfactory,0.00025222785,0.9997478 | |
| unsatisfactory,unsatisfactory,0.31696433,0.6830357 | |
| unsatisfactory,unsatisfactory,0.00012214592,0.9998778 | |
| unsatisfactory,unsatisfactory,0.053903997,0.94609606 | |
| unsatisfactory,unsatisfactory,3.832877e-05,0.9999616 | |
| unsatisfactory,unsatisfactory,0.0007804709,0.99921954 | |
| unsatisfactory,unsatisfactory,0.36850524,0.6314947 | |
| unsatisfactory,unsatisfactory,0.2314275,0.7685725 | |
| unsatisfactory,unsatisfactory,0.0021984521,0.9978015 | |
| unsatisfactory,unsatisfactory,4.4412125e-05,0.99995553 | |
| unsatisfactory,unsatisfactory,2.4539242e-05,0.99997544 | |
| unsatisfactory,unsatisfactory,0.00034533217,0.99965465 | |
| unsatisfactory,unsatisfactory,0.007220509,0.99277943 | |
| unsatisfactory,unsatisfactory,0.010568988,0.989431 | |
| unsatisfactory,unsatisfactory,0.015350503,0.9846495 | |
| unsatisfactory,unsatisfactory,9.5259915e-05,0.99990475 | |
| unsatisfactory,unsatisfactory,0.012054313,0.9879457 | |
| unsatisfactory,unsatisfactory,0.39652866,0.60347134 | |
| unsatisfactory,unsatisfactory,0.0022187922,0.9977812 | |
| unsatisfactory,unsatisfactory,0.00015025517,0.9998497 | |
| unsatisfactory,unsatisfactory,1.7556826e-05,0.9999825 | |
| unsatisfactory,unsatisfactory,0.0029846062,0.99701536 | |
| unsatisfactory,unsatisfactory,0.0034120379,0.996588 | |
| unsatisfactory,unsatisfactory,0.0007051092,0.9992949 | |
| unsatisfactory,satisfactory,0.81684226,0.18315774 | |
| unsatisfactory,unsatisfactory,0.06626126,0.93373877 | |
| unsatisfactory,unsatisfactory,6.315671e-05,0.9999368 | |
| unsatisfactory,unsatisfactory,0.43318996,0.5668101 | |
| unsatisfactory,unsatisfactory,9.6322525e-05,0.9999037 | |
| unsatisfactory,unsatisfactory,4.0687475e-05,0.99995935 | |
| unsatisfactory,unsatisfactory,0.0008214618,0.99917847 | |