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| # YOLOv5 🚀 by Ultralytics, AGPL-3.0 license | |
| # ImageNet-1k dataset https://www.image-net.org/index.php by Stanford University | |
| # Simplified class names from https://github.com/anishathalye/imagenet-simple-labels | |
| # Example usage: python classify/train.py --data imagenet | |
| # parent | |
| # ├── yolov5 | |
| # └── datasets | |
| # └── imagenet100 ← downloads here | |
| # Train/val/test sets as 1) dir: path/to/imgs, 2) file: path/to/imgs.txt, or 3) list: [path/to/imgs1, path/to/imgs2, ..] | |
| path: ../datasets/imagenet100 # dataset root dir | |
| train: train # train images (relative to 'path') 1281167 images | |
| val: val # val images (relative to 'path') 50000 images | |
| test: # test images (optional) | |
| # Classes | |
| names: | |
| 0: tench | |
| 1: goldfish | |
| 2: great white shark | |
| 3: tiger shark | |
| 4: hammerhead shark | |
| 5: electric ray | |
| 6: stingray | |
| 7: cock | |
| 8: hen | |
| 9: ostrich | |
| 10: brambling | |
| 11: goldfinch | |
| 12: house finch | |
| 13: junco | |
| 14: indigo bunting | |
| 15: American robin | |
| 16: bulbul | |
| 17: jay | |
| 18: magpie | |
| 19: chickadee | |
| 20: American dipper | |
| 21: kite | |
| 22: bald eagle | |
| 23: vulture | |
| 24: great grey owl | |
| 25: fire salamander | |
| 26: smooth newt | |
| 27: newt | |
| 28: spotted salamander | |
| 29: axolotl | |
| 30: American bullfrog | |
| 31: tree frog | |
| 32: tailed frog | |
| 33: loggerhead sea turtle | |
| 34: leatherback sea turtle | |
| 35: mud turtle | |
| 36: terrapin | |
| 37: box turtle | |
| 38: banded gecko | |
| 39: green iguana | |
| 40: Carolina anole | |
| 41: desert grassland whiptail lizard | |
| 42: agama | |
| 43: frilled-necked lizard | |
| 44: alligator lizard | |
| 45: Gila monster | |
| 46: European green lizard | |
| 47: chameleon | |
| 48: Komodo dragon | |
| 49: Nile crocodile | |
| 50: American alligator | |
| 51: triceratops | |
| 52: worm snake | |
| 53: ring-necked snake | |
| 54: eastern hog-nosed snake | |
| 55: smooth green snake | |
| 56: kingsnake | |
| 57: garter snake | |
| 58: water snake | |
| 59: vine snake | |
| 60: night snake | |
| 61: boa constrictor | |
| 62: African rock python | |
| 63: Indian cobra | |
| 64: green mamba | |
| 65: sea snake | |
| 66: Saharan horned viper | |
| 67: eastern diamondback rattlesnake | |
| 68: sidewinder | |
| 69: trilobite | |
| 70: harvestman | |
| 71: scorpion | |
| 72: yellow garden spider | |
| 73: barn spider | |
| 74: European garden spider | |
| 75: southern black widow | |
| 76: tarantula | |
| 77: wolf spider | |
| 78: tick | |
| 79: centipede | |
| 80: black grouse | |
| 81: ptarmigan | |
| 82: ruffed grouse | |
| 83: prairie grouse | |
| 84: peacock | |
| 85: quail | |
| 86: partridge | |
| 87: grey parrot | |
| 88: macaw | |
| 89: sulphur-crested cockatoo | |
| 90: lorikeet | |
| 91: coucal | |
| 92: bee eater | |
| 93: hornbill | |
| 94: hummingbird | |
| 95: jacamar | |
| 96: toucan | |
| 97: duck | |
| 98: red-breasted merganser | |
| 99: goose | |
| # Download script/URL (optional) | |
| download: data/scripts/get_imagenet100.sh | |