English pipeline_image_classifier_vit_base_food101 ViTForImageClassification from eslamxm

Description

Pretrained VIT model, adapted from Hugging Face and curated to provide scalability and production-readiness using Spark NLP.image_classifier_vit_base_food101 is a English model originally trained by eslamxm.

Predicted Entities

grilled_cheese_sandwich, edamame, onion_rings, french_onion_soup, french_fries, creme_brulee, lobster_roll_sandwich, bruschetta, breakfast_burrito, caprese_salad, churros, omelette, club_sandwich, chocolate_mousse, nachos, bread_pudding, steak, hummus, panna_cotta, filet_mignon, sashimi, hot_and_sour_soup, cannoli, ravioli, samosa, grilled_salmon, lobster_bisque, seaweed_salad, macaroni_and_cheese, fish_and_chips, caesar_salad, dumplings, baby_back_ribs, fried_rice, oysters, peking_duck, guacamole, greek_salad, donuts, risotto, escargots, crab_cakes, waffles, carrot_cake, prime_rib, tuna_tartare, pho, chocolate_cake, bibimbap, fried_calamari, spaghetti_bolognese, gnocchi, chicken_quesadilla, frozen_yogurt, apple_pie, baklava, pulled_pork_sandwich, clam_chowder, eggs_benedict, lasagna, ceviche, paella, foie_gras, spring_rolls, falafel, miso_soup, pork_chop, ramen, pad_thai, garlic_bread, macarons, ice_cream, mussels, chicken_wings, pancakes, gyoza, poutine, croque_madame, pizza, cheese_plate, beignets, huevos_rancheros, french_toast, sushi, takoyaki, spaghetti_carbonara, beef_tartare, scallops, cup_cakes, tacos, deviled_eggs, beet_salad, tiramisu, cheesecake, strawberry_shortcake, beef_carpaccio, hamburger, red_velvet_cake, hot_dog, shrimp_and_grits, chicken_curry

Live Demo Open in Colab Download Copy S3 URI

How to use

    pipeline = PretrainedPipeline('pipeline_image_classifier_vit_base_food101', lang = 'en')
    annotations =  pipeline.transform(imageDF)
    

    val pipeline = new PretrainedPipeline("pipeline_image_classifier_vit_base_food101", lang = "en")
    val annotations = pipeline.transform(imageDF)
    

Model Information

Included Models

• ImageAssembler
• ViTForImageClassification