yyjim / segment-anything-everything
Tryout SegmentAnything Model (SAM) by Meta.
Prediction
yyjim/segment-anything-everything:b28e02c3844df2c44dcb2cb96ba2496435681bf88878e3bd0ab6b401a971d79eInput
- mask_limit
- -1
- box_nms_thresh
- 0.7
- crop_nms_thresh
- 0.7
- points_per_side
- 32
- pred_iou_thresh
- 0.88
- crop_overlap_ratio
- 0.3413333333333333
- stability_score_offset
- 1
- stability_score_thresh
- 0.95
- crop_n_points_downscale_factor
- 1
{ "image": "https://replicate.delivery/pbxt/Iiuk5Wbn4LZgOckuDhVt7xYItEs46K1hBW8DTETFYUte27Aa/Screen%20Shot%202022-10-11%20at%2010.38.29%20PM.png", "mask_limit": -1, "box_nms_thresh": 0.7, "crop_nms_thresh": 0.7, "points_per_side": 32, "pred_iou_thresh": 0.88, "crop_overlap_ratio": 0.3413333333333333, "stability_score_offset": 1, "stability_score_thresh": 0.95, "crop_n_points_downscale_factor": 1 }
Install Replicate’s Node.js client library:npm install replicate
Import and set up the client:import Replicate from "replicate"; import fs from "node:fs"; const replicate = new Replicate({ auth: process.env.REPLICATE_API_TOKEN, });
Run yyjim/segment-anything-everything using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run( "yyjim/segment-anything-everything:b28e02c3844df2c44dcb2cb96ba2496435681bf88878e3bd0ab6b401a971d79e", { input: { image: "https://replicate.delivery/pbxt/Iiuk5Wbn4LZgOckuDhVt7xYItEs46K1hBW8DTETFYUte27Aa/Screen%20Shot%202022-10-11%20at%2010.38.29%20PM.png", mask_limit: -1, box_nms_thresh: 0.7, crop_nms_thresh: 0.7, points_per_side: 32, pred_iou_thresh: 0.88, crop_overlap_ratio: 0.3413333333333333, stability_score_offset: 1, stability_score_thresh: 0.95, crop_n_points_downscale_factor: 1 } } ); // To access the file URL: console.log(output[0].url()); //=> "http://example.com" // To write the file to disk: fs.writeFile("my-image.png", output[0]);
To learn more, take a look at the guide on getting started with Node.js.
Install Replicate’s Python client library:pip install replicate
Import the client:import replicate
Run yyjim/segment-anything-everything using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run( "yyjim/segment-anything-everything:b28e02c3844df2c44dcb2cb96ba2496435681bf88878e3bd0ab6b401a971d79e", input={ "image": "https://replicate.delivery/pbxt/Iiuk5Wbn4LZgOckuDhVt7xYItEs46K1hBW8DTETFYUte27Aa/Screen%20Shot%202022-10-11%20at%2010.38.29%20PM.png", "mask_limit": -1, "box_nms_thresh": 0.7, "crop_nms_thresh": 0.7, "points_per_side": 32, "pred_iou_thresh": 0.88, "crop_overlap_ratio": 0.3413333333333333, "stability_score_offset": 1, "stability_score_thresh": 0.95, "crop_n_points_downscale_factor": 1 } ) # To access the file URL: print(output[0].url()) #=> "http://example.com" # To write the file to disk: with open("my-image.png", "wb") as file: file.write(output[0].read())
To learn more, take a look at the guide on getting started with Python.
Run yyjim/segment-anything-everything using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \ -H "Authorization: Bearer $REPLICATE_API_TOKEN" \ -H "Content-Type: application/json" \ -H "Prefer: wait" \ -d $'{ "version": "yyjim/segment-anything-everything:b28e02c3844df2c44dcb2cb96ba2496435681bf88878e3bd0ab6b401a971d79e", "input": { "image": "https://replicate.delivery/pbxt/Iiuk5Wbn4LZgOckuDhVt7xYItEs46K1hBW8DTETFYUte27Aa/Screen%20Shot%202022-10-11%20at%2010.38.29%20PM.png", "mask_limit": -1, "box_nms_thresh": 0.7, "crop_nms_thresh": 0.7, "points_per_side": 32, "pred_iou_thresh": 0.88, "crop_overlap_ratio": 0.3413333333333333, "stability_score_offset": 1, "stability_score_thresh": 0.95, "crop_n_points_downscale_factor": 1 } }' \ https://api.replicate.com/v1/predictions
To learn more, take a look at Replicate’s HTTP API reference docs.
Output
{ "completed_at": "2023-04-27T07:45:05.802379Z", "created_at": "2023-04-27T07:43:46.691470Z", "data_removed": false, "error": null, "id": "6t2wm6ejmfannd2g4sr2hlugsi", "input": { "image": "https://replicate.delivery/pbxt/Iiuk5Wbn4LZgOckuDhVt7xYItEs46K1hBW8DTETFYUte27Aa/Screen%20Shot%202022-10-11%20at%2010.38.29%20PM.png", "mask_limit": -1, "box_nms_thresh": 0.7, "crop_nms_thresh": 0.7, "points_per_side": 32, "pred_iou_thresh": 0.88, "crop_overlap_ratio": 0.3413333333333333, "stability_score_offset": 1, "stability_score_thresh": 0.95, "crop_n_points_downscale_factor": 1 }, "logs": null, "metrics": { "predict_time": 40.919276, "total_time": 79.110909 }, "output": [ "https://replicate.delivery/pbxt/kNBeEULfYVok90fHR3ihTWBY24psx4lICaphEmyRs8HKP7rhA/mask_0.png", "https://replicate.delivery/pbxt/1jkyQa0HDQ7LLF7exMoqVrzaSers8svx0XpepTyoXiqMP7rhA/mask_1.png", "https://replicate.delivery/pbxt/HXZAE9kQcrKiDV5HvECt8YbrafMUoYmf1siOYV1fYpFMP7rhA/mask_2.png", "https://replicate.delivery/pbxt/uKbPjMhtYhJJG5BKha6I1Q9iCpt9vf8eWzZ9snLMDEgmn91QA/mask_3.png", "https://replicate.delivery/pbxt/lUbreFem5xtfQpelSyP4cEQfYBPE7DvHGCa7cIfEi9Nk5ZfaIA/mask_4.png", "https://replicate.delivery/pbxt/yAhKrgRwSA7pNdSbxixNUbLanVfmDS05G55XbplkeG8mn91QA/mask_5.png", "https://replicate.delivery/pbxt/iuPi6FhzdCoUNlJ1hcgjOkcB9ReEpMveh2HevjysZWLNP7rhA/mask_6.png", "https://replicate.delivery/pbxt/oumtfv0yJh0nB6uY5W7v9D1Vpa2ZbPSFsPmTZTYBQTozze1QA/mask_7.png", "https://replicate.delivery/pbxt/JxUdu1bO8W4iINcy7eqCGI0zCaaOK5IMfdcOgpiYkAknn91QA/mask_8.png", "https://replicate.delivery/pbxt/REP4Bdke25QeO0u6ftdvNIglI273RhFrAy9dWSJQXuXOP7rhA/mask_9.png", "https://replicate.delivery/pbxt/yrESwvd8PAIcJdwyErlM6ClnO0H4l8OLDULRrfjdwfKnn91QA/mask_10.png", "https://replicate.delivery/pbxt/3EszyRkv6bYqBVxhjfl0lEFC0anPWKWfNuGShul5JafPP7rhA/mask_11.png", "https://replicate.delivery/pbxt/U8OQTmvUmsrWM1tMtl5SsyXcV8rgWPEpN1Ar5gfGsv0zze1QA/mask_12.png", 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