meta/sam-2 🖼️✓🔢 → ❓

▶️ 25.7K runs 📅 Jul 2024 ⚙️ Cog 0.9.13 🔗 GitHub 📄 Paper ⚖️ License

image-segmentation instance-segmentation

About

SAM 2: Segment Anything v2 (for Images)

Example Output

Output

{"combined_mask":"https://replicate.delivery/pbxt/PhfVJubSlhzqZqxiZKbyQCmtmjP6rws91HtwQzO5jBk4LeNTA/combined_mask.png","individual_masks":["https://replicate.delivery/pbxt/DAMeQcIlnRSDO6RTIkey7trNX3j2DtTx3FQegWVcWeZKfivZC/mask_0.png","https://replicate.delivery/pbxt/xc7O4VYKmyLeDqIfhReltaJtWZsIYcnfsS9UMOY4CShOfivZC/mask_1.png","https://replicate.delivery/pbxt/WFfGtnyyOH2gTSDhlufECopzZu68XkdZ0w5CMy5UTOfnv4bmA/mask_2.png","https://replicate.delivery/pbxt/KHLBzhB1GoIdChe4uvu3tO7QZrhe4urDefcnId6ydigPfivZC/mask_3.png","https://replicate.delivery/pbxt/myZfr7p9NTWHOykkm7pUD8cZRApomzDqquJYJdaoCVn5LeNTA/mask_4.png","https://replicate.delivery/pbxt/eIOBbg4hh7QYC6dLrfn61hvTLLgBmjTPtfCTWop5NvQpv4bmA/mask_5.png","https://replicate.delivery/pbxt/fOZeBxDpz1tlhkblydmC5Bd2e8uhfNQWPmNNNhJQ7ZnSfivZC/mask_6.png","https://replicate.delivery/pbxt/rpLtlLRmqZaFAxFdZOik2Pqge7nluiAEV4FKnyTvIRX6LeNTA/mask_7.png","https://replicate.delivery/pbxt/IARwRBPniqKYM9295TSPeUdon17fotj2AoUErKSU6u00X8NTA/mask_8.png","https://replicate.delivery/pbxt/tZQyFazldaZfG6jUTU7bAYv2wS4XWZl3FTejd6Hm1rU1X8NTA/mask_9.png","https://replicate.delivery/pbxt/1eBwAWxD5WTXRaXGJsfBz45REvPCnExBHvnksHCUwNF1X8NTA/mask_10.png","https://replicate.delivery/pbxt/ImswooWq6w4bGNeQU4F1VALalzD3WxL3J5fkC7rHzhX1X8NTA/mask_11.png","https://replicate.delivery/pbxt/S01evfUYgmj13UQ52TF2cXxBgl1heLfvJEJl8rxEhzqVfivZC/mask_12.png","https://replicate.delivery/pbxt/CQ9uM5nf8OQUf0PeAbDQzPOxI5GiYFDFMH2ggmZAeye1eFfmJA/mask_13.png","https://replicate.delivery/pbxt/9lhv0Cc6eG2uGC67p0y3KQfegtYDamFtQWU8xfoSnM7YfivZC/mask_14.png","https://replicate.delivery/pbxt/sgI2BPy8N345Nt8CjOpH65AhxodFTwJMZemsSfCJajv2X8NTA/mask_15.png","https://replicate.delivery/pbxt/HaSi973aEz6ACdUXKpFgRI6ifYJH3e9e2vyu2aKuyqFsv4bmA/mask_16.png","https://replicate.delivery/pbxt/eM3dAO2iD6Qzd6qKuhhKAeGKniaPRZs0BKsVeLGW9PJvv4bmA/mask_17.png","https://replicate.delivery/pbxt/DZPfKY4mYMXCN64eb46BkMyQqFBAgTYu8kL7B5mTAjZ3X8NTA/mask_18.png","https://replicate.delivery/pbxt/nBGDKOqumzJsL5XcoGlx1Fq9NyVeT7WatrUzTWQocVp7LeNTA/mask_19.png","https://replicate.delivery/pbxt/fN4p5RfeW8eOVRPZ7mk9oeaNf4Alo66z9mv2YEN5ZQ249FfmJA/mask_20.png","https://replicate.delivery/pbxt/3JVrxRyhab4eWCw4esfxnKfjZUYTsmFyYa9TwTdciLgjfivZC/mask_21.png","https://replicate.delivery/pbxt/3hohGMQe6mUfRkNHclqjLlZpInbF3Le83M8sQVWl0fSjfivZC/mask_22.png","https://replicate.delivery/pbxt/9ZXLfog4DNRCKy3pQxS3en8RI8C4SSQovxtIc4Ys1gQ4X8NTA/mask_23.png","https://replicate.delivery/pbxt/9Lf0stUHiNzLB6EfZ2tPrNGwumuR0uJQS860b94bvDi4X8NTA/mask_24.png","https://replicate.delivery/pbxt/dfZs8fErgkvxi0XfOw8aKvLk5GKBvWoY3aquLcRoo5wzv4bmA/mask_25.png","https://replicate.delivery/pbxt/7L1FQiv47YJaHNCMaJLi37f5TMW2z2H2m3XsWsZk9Q78LeNTA/mask_26.png","https://replicate.delivery/pbxt/e447UtIxXdUmXq9YnreNPujnpfdfeGYKgX6Ku7M63s2PfFfmJA/mask_27.png","https://replicate.delivery/pbxt/1G3qphp2mFpvKZPXyt9HAdODieSmNlDLiwFRo7Eek4d5X8NTA/mask_28.png","https://replicate.delivery/pbxt/EpRmoaerZW2BT6Zg4EDVfRxtfEJPUnT1BnaMlBg3EwU1v4bmA/mask_29.png","https://replicate.delivery/pbxt/unCFZVKBw160ElV9uhj4He7u3JqjyVH60xYf9d4arK66X8NTA/mask_30.png","https://replicate.delivery/pbxt/bnBGLe8290yXLai2r3TJRTGgiDLGPlmHg1a2G1M9bAC9LeNTA/mask_31.png","https://replicate.delivery/pbxt/yFkW0RfIglX9DKQflH61GKywHkDyoVLSqvse1n0tw0A1v4bmA/mask_32.png","https://replicate.delivery/pbxt/SbrXAeDzcAwwNy7a6PavKWlfSslX27qyfa5yB6LRVg92v4bmA/mask_33.png","https://replicate.delivery/pbxt/hVzxopNLP0qDGBxduzOJEptmHmrSIVeqQUxfChD8fgF2v4bmA/mask_34.png","https://replicate.delivery/pbxt/uDZnysBzS9pDEFeVsUnJipMifz9dvBEg6WYUw1X7We53v4bmA/mask_35.png","https://replicate.delivery/pbxt/bh1sfZ9L8qQTPCSK2JUNTDJvyxzjVC3VAhg9Q3CKQBm9LeNTA/mask_36.png","https://replicate.delivery/pbxt/fZeLEdVopUvYGkNmiwEfqkt7y0hSvGqlHK4ih4Pxn2fyfivZC/mask_37.png","https://replicate.delivery/pbxt/A9X6GvHNf1V9R65DAV369g73nPIUM0l9e2BzKfeek27jfFfmJA/mask_38.png","https://replicate.delivery/pbxt/SvR05e7oQH2iX60adulwQfcXbGnSCaHZNQdNF1kcvdp8X8NTA/mask_39.png","https://replicate.delivery/pbxt/uhqPd9eJhm2lOSnouFGWSJPF23UirL06UANuJ0tuqXReX8NTA/mask_40.png","https://replicate.delivery/pbxt/CFrKeK2w5V2mRKnEz5fSg43ODC8azyzEgjrFyoUh9fk6v4bmA/mask_41.png","https://replicate.delivery/pbxt/kbQ3u3fKpw01Dq04mFEXTaelXQ88OzkfnKiFkHoLwHm7v4bmA/mask_42.png","https://replicate.delivery/pbxt/ix1CsX9vocYdHFE8T8MCyEwcRXqTPQNL24Bvv2C7sHWfLeNTA/mask_43.png","https://replicate.delivery/pbxt/h2KZSr8uXFrGF9C6Cwmg9ide7AhU1sunTLedwJH9EHv9X8NTA/mask_44.png","https://replicate.delivery/pbxt/UuIriEfrOv1XTilzSXbD2s3Gys5L8uQpInJZkmvuSCYfX8NTA/mask_45.png"]}

Performance Metrics

21.91s Prediction Time

41.63s Total Time

All Input Parameters

{
  "image": "https://replicate.delivery/pbxt/LMbGi83qiV3QXR9fqDIzTl0P23ZWU560z1nVDtgl0paCcyYs/cars.jpg",
  "use_m2m": true,
  "points_per_side": 32,
  "pred_iou_thresh": 0.88,
  "stability_score_thresh": 0.95
}

Input Parameters

image (required) Type: string: Input image
use_m2m Type: booleanDefault: true: Use M2M
points_per_side Type: integerDefault: 32: Points per side for mask generation
pred_iou_thresh Type: numberDefault: 0.88: Predicted IOU threshold
stability_score_thresh Type: numberDefault: 0.95: Stability score threshold

Output Schema

combined_mask Type: stringFormat: uri: Combined Mask
individual_masks Type: arrayItems: string: Individual Masks

Version Details

Version ID: fe97b453a6455861e3bac769b441ca1f1086110da7466dbb65cf1eecfd60dc83
Version Created: July 31, 2024

Run on Replicate →