Instructions to use kd13/Modern-MobileNet with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use kd13/Modern-MobileNet with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-classification", model="kd13/Modern-MobileNet", trust_remote_code=True) pipe("https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png")# Load model directly from transformers import AutoModelForImageClassification model = AutoModelForImageClassification.from_pretrained("kd13/Modern-MobileNet", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
| { | |
| "architectures": [ | |
| "MobileNetV1ForImageClassification" | |
| ], | |
| "auto_map": { | |
| "AutoConfig": "configuration_mobilenet.MobileNetV1Config", | |
| "AutoModelForImageClassification": "modeling_mobilenet.MobileNetV1ForImageClassification" | |
| }, | |
| "final_dropout": 0.5, | |
| "block_dropout": 0.0, | |
| "id2label": { | |
| "0": "goldfish", | |
| "1": "European fire salamander", | |
| "2": "bullfrog", | |
| "3": "tailed frog", | |
| "4": "American alligator", | |
| "5": "boa constrictor", | |
| "6": "trilobite", | |
| "7": "scorpion", | |
| "8": "black widow", | |
| "9": "tarantula", | |
| "10": "centipede", | |
| "11": "koala", | |
| "12": "jellyfish", | |
| "13": "brain coral", | |
| "14": "snail", | |
| "15": "sea slug", | |
| "16": "American lobster", | |
| "17": "spiny lobster", | |
| "18": "black stork", | |
| "19": "king penguin", | |
| "20": "albatross", | |
| "21": "dugong", | |
| "22": "Yorkshire terrier", | |
| "23": "golden retriever", | |
| "24": "Labrador retriever", | |
| "25": "German shepherd", | |
| "26": "standard poodle", | |
| "27": "tabby", | |
| "28": "Persian cat", | |
| "29": "Egyptian cat", | |
| "30": "cougar", | |
| "31": "lion", | |
| "32": "brown bear", | |
| "33": "ladybug", | |
| "34": "grasshopper", | |
| "35": "walking stick", | |
| "36": "cockroach", | |
| "37": "mantis", | |
| "38": "dragonfly", | |
| "39": "monarch", | |
| "40": "sulphur butterfly", | |
| "41": "sea cucumber", | |
| "42": "guinea pig", | |
| "43": "hog", | |
| "44": "ox", | |
| "45": "bison", | |
| "46": "bighorn", | |
| "47": "gazelle", | |
| "48": "Arabian camel", | |
| "49": "orangutan", | |
| "50": "chimpanzee", | |
| "51": "baboon", | |
| "52": "African elephant", | |
| "53": "lesser panda", | |
| "54": "abacus", | |
| "55": "academic gown", | |
| "56": "altar", | |
| "57": "backpack", | |
| "58": "bannister", | |
| "59": "barbershop", | |
| "60": "barn", | |
| "61": "barrel", | |
| "62": "basketball", | |
| "63": "bathtub", | |
| "64": "beach wagon", | |
| "65": "beacon", | |
| "66": "beaker", | |
| "67": "beer bottle", | |
| "68": "bikini", | |
| "69": "binoculars", | |
| "70": "birdhouse", | |
| "71": "bow tie", | |
| "72": "brass", | |
| "73": "bucket", | |
| "74": "bullet train", | |
| "75": "butcher shop", | |
| "76": "candle", | |
| "77": "cannon", | |
| "78": "cardigan", | |
| "79": "cash machine", | |
| "80": "CD player", | |
| "81": "chest", | |
| "82": "Christmas stocking", | |
| "83": "cliff dwelling", | |
| "84": "computer keyboard", | |
| "85": "confectionery", | |
| "86": "convertible", | |
| "87": "crane", | |
| "88": "dam", | |
| "89": "desk", | |
| "90": "dining table", | |
| "91": "dumbbell", | |
| "92": "flagpole", | |
| "93": "fly", | |
| "94": "fountain", | |
| "95": "freight car", | |
| "96": "frying pan", | |
| "97": "fur coat", | |
| "98": "gasmask", | |
| "99": "go-kart", | |
| "100": "gondola", | |
| "101": "hourglass", | |
| "102": "iPod", | |
| "103": "jinrikisha", | |
| "104": "kimono", | |
| "105": "lampshade", | |
| "106": "lawn mower", | |
| "107": "lifeboat", | |
| "108": "limousine", | |
| "109": "magnetic compass", | |
| "110": "maypole", | |
| "111": "military uniform", | |
| "112": "miniskirt", | |
| "113": "moving van", | |
| "114": "neck brace", | |
| "115": "obelisk", | |
| "116": "oboe", | |
| "117": "organ", | |
| "118": "parking meter", | |
| "119": "pay-phone", | |
| "120": "picket fence", | |
| "121": "pill bottle", | |
| "122": "plunger", | |
| "123": "police van", | |
| "124": "poncho", | |
| "125": "pop bottle", | |
| "126": "potter's wheel", | |
| "127": "projectile", | |
| "128": "punching bag", | |
| "129": "refrigerator", | |
| "130": "remote control", | |
| "131": "rocking chair", | |
| "132": "rugby ball", | |
| "133": "sandal", | |
| "134": "school bus", | |
| "135": "scoreboard", | |
| "136": "sewing machine", | |
| "137": "snorkel", | |
| "138": "sock", | |
| "139": "sombrero", | |
| "140": "space heater", | |
| "141": "spider web", | |
| "142": "sports car", | |
| "143": "steel arch bridge", | |
| "144": "stopwatch", | |
| "145": "sunglasses", | |
| "146": "suspension bridge", | |
| "147": "swimming trunks", | |
| "148": "syringe", | |
| "149": "teapot", | |
| "150": "teddy", | |
| "151": "thatch", | |
| "152": "torch", | |
| "153": "tractor", | |
| "154": "triumphal arch", | |
| "155": "trolleybus", | |
| "156": "turnstile", | |
| "157": "umbrella", | |
| "158": "vestment", | |
| "159": "viaduct", | |
| "160": "volleyball", | |
| "161": "water jug", | |
| "162": "water tower", | |
| "163": "wok", | |
| "164": "wooden spoon", | |
| "165": "comic book", | |
| "166": "reel", | |
| "167": "guacamole", | |
| "168": "ice cream", | |
| "169": "ice lolly", | |
| "170": "goose", | |
| "171": "drumstick", | |
| "172": "plate", | |
| "173": "pretzel", | |
| "174": "mashed potato", | |
| "175": "cauliflower", | |
| "176": "bell pepper", | |
| "177": "lemon", | |
| "178": "banana", | |
| "179": "pomegranate", | |
| "180": "meat loaf", | |
| "181": "pizza", | |
| "182": "potpie", | |
| "183": "espresso", | |
| "184": "bee", | |
| "185": "apron", | |
| "186": "pole", | |
| "187": "Chihuahua", | |
| "188": "alp", | |
| "189": "cliff", | |
| "190": "coral reef", | |
| "191": "lakeside", | |
| "192": "seashore", | |
| "193": "acorn", | |
| "194": "broom", | |
| "195": "mushroom", | |
| "196": "nail", | |
| "197": "chain", | |
| "198": "slug", | |
| "199": "orange" | |
| }, | |
| "label2id": { | |
| "goldfish": 0, | |
| "European fire salamander": 1, | |
| "bullfrog": 2, | |
| "tailed frog": 3, | |
| "American alligator": 4, | |
| "boa constrictor": 5, | |
| "trilobite": 6, | |
| "scorpion": 7, | |
| "black widow": 8, | |
| "tarantula": 9, | |
| "centipede": 10, | |
| "koala": 11, | |
| "jellyfish": 12, | |
| "brain coral": 13, | |
| "snail": 14, | |
| "sea slug": 15, | |
| "American lobster": 16, | |
| "spiny lobster": 17, | |
| "black stork": 18, | |
| "king penguin": 19, | |
| "albatross": 20, | |
| "dugong": 21, | |
| "Yorkshire terrier": 22, | |
| "golden retriever": 23, | |
| "Labrador retriever": 24, | |
| "German shepherd": 25, | |
| "standard poodle": 26, | |
| "tabby": 27, | |
| "Persian cat": 28, | |
| "Egyptian cat": 29, | |
| "cougar": 30, | |
| "lion": 31, | |
| "brown bear": 32, | |
| "ladybug": 33, | |
| "grasshopper": 34, | |
| "walking stick": 35, | |
| "cockroach": 36, | |
| "mantis": 37, | |
| "dragonfly": 38, | |
| "monarch": 39, | |
| "sulphur butterfly": 40, | |
| "sea cucumber": 41, | |
| "guinea pig": 42, | |
| "hog": 43, | |
| "ox": 44, | |
| "bison": 45, | |
| "bighorn": 46, | |
| "gazelle": 47, | |
| "Arabian camel": 48, | |
| "orangutan": 49, | |
| "chimpanzee": 50, | |
| "baboon": 51, | |
| "African elephant": 52, | |
| "lesser panda": 53, | |
| "abacus": 54, | |
| "academic gown": 55, | |
| "altar": 56, | |
| "backpack": 57, | |
| "bannister": 58, | |
| "barbershop": 59, | |
| "barn": 60, | |
| "barrel": 61, | |
| "basketball": 62, | |
| "bathtub": 63, | |
| "beach wagon": 64, | |
| "beacon": 65, | |
| "beaker": 66, | |
| "beer bottle": 67, | |
| "bikini": 68, | |
| "binoculars": 69, | |
| "birdhouse": 70, | |
| "bow tie": 71, | |
| "brass": 72, | |
| "bucket": 73, | |
| "bullet train": 74, | |
| "butcher shop": 75, | |
| "candle": 76, | |
| "cannon": 77, | |
| "cardigan": 78, | |
| "cash machine": 79, | |
| "CD player": 80, | |
| "chest": 81, | |
| "Christmas stocking": 82, | |
| "cliff dwelling": 83, | |
| "computer keyboard": 84, | |
| "confectionery": 85, | |
| "convertible": 86, | |
| "crane": 87, | |
| "dam": 88, | |
| "desk": 89, | |
| "dining table": 90, | |
| "dumbbell": 91, | |
| "flagpole": 92, | |
| "fly": 93, | |
| "fountain": 94, | |
| "freight car": 95, | |
| "frying pan": 96, | |
| "fur coat": 97, | |
| "gasmask": 98, | |
| "go-kart": 99, | |
| "gondola": 100, | |
| "hourglass": 101, | |
| "iPod": 102, | |
| "jinrikisha": 103, | |
| "kimono": 104, | |
| "lampshade": 105, | |
| "lawn mower": 106, | |
| "lifeboat": 107, | |
| "limousine": 108, | |
| "magnetic compass": 109, | |
| "maypole": 110, | |
| "military uniform": 111, | |
| "miniskirt": 112, | |
| "moving van": 113, | |
| "neck brace": 114, | |
| "obelisk": 115, | |
| "oboe": 116, | |
| "organ": 117, | |
| "parking meter": 118, | |
| "pay-phone": 119, | |
| "picket fence": 120, | |
| "pill bottle": 121, | |
| "plunger": 122, | |
| "police van": 123, | |
| "poncho": 124, | |
| "pop bottle": 125, | |
| "potter's wheel": 126, | |
| "projectile": 127, | |
| "punching bag": 128, | |
| "refrigerator": 129, | |
| "remote control": 130, | |
| "rocking chair": 131, | |
| "rugby ball": 132, | |
| "sandal": 133, | |
| "school bus": 134, | |
| "scoreboard": 135, | |
| "sewing machine": 136, | |
| "snorkel": 137, | |
| "sock": 138, | |
| "sombrero": 139, | |
| "space heater": 140, | |
| "spider web": 141, | |
| "sports car": 142, | |
| "steel arch bridge": 143, | |
| "stopwatch": 144, | |
| "sunglasses": 145, | |
| "suspension bridge": 146, | |
| "swimming trunks": 147, | |
| "syringe": 148, | |
| "teapot": 149, | |
| "teddy": 150, | |
| "thatch": 151, | |
| "torch": 152, | |
| "tractor": 153, | |
| "triumphal arch": 154, | |
| "trolleybus": 155, | |
| "turnstile": 156, | |
| "umbrella": 157, | |
| "vestment": 158, | |
| "viaduct": 159, | |
| "volleyball": 160, | |
| "water jug": 161, | |
| "water tower": 162, | |
| "wok": 163, | |
| "wooden spoon": 164, | |
| "comic book": 165, | |
| "reel": 166, | |
| "guacamole": 167, | |
| "ice cream": 168, | |
| "ice lolly": 169, | |
| "goose": 170, | |
| "drumstick": 171, | |
| "plate": 172, | |
| "pretzel": 173, | |
| "mashed potato": 174, | |
| "cauliflower": 175, | |
| "bell pepper": 176, | |
| "lemon": 177, | |
| "banana": 178, | |
| "pomegranate": 179, | |
| "meat loaf": 180, | |
| "pizza": 181, | |
| "potpie": 182, | |
| "espresso": 183, | |
| "bee": 184, | |
| "apron": 185, | |
| "pole": 186, | |
| "Chihuahua": 187, | |
| "alp": 188, | |
| "cliff": 189, | |
| "coral reef": 190, | |
| "lakeside": 191, | |
| "seashore": 192, | |
| "acorn": 193, | |
| "broom": 194, | |
| "mushroom": 195, | |
| "nail": 196, | |
| "chain": 197, | |
| "slug": 198, | |
| "orange": 199 | |
| }, | |
| "model_type": "mobilenet_custom", | |
| "num_classes": 200, | |
| "torch_dtype": "float32" | |
| } |