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