Prediction

Model

pablodawson/segment-anything-automatic:14fbb045

ganxztf36fh45nnkpuobcjm24y

Status

Succeeded

Source

Web

Hardware

–

Total duration

10.7s

Created

over 2 years ago by pablodawson

Webhook

–

Input

image: https://replicate.delivery/pbxt/IbLtTz5PFfyk5W9GZCCKXyiyldxQyRGhmLlGo4zdCf2snIbW/chameleon.jpg
resize_width: 1080
points_per_side: 32
pred_iou_thresh: 0.88
stability_score_thresh: 0.95
stability_score_offset: 1
box_nms_thresh: 0.7
crop_nms_thresh: 0.7
crop_overlap_ratio: 0.3413333333333333
crop_n_points_downscale_factor: 1
min_mask_region_area: 30

{
  "box_nms_thresh": 0.7,
  "crop_n_points_downscale_factor": 1,
  "crop_nms_thresh": 0.7,
  "crop_overlap_ratio": 0.3413333333333333,
  "image": "https://replicate.delivery/pbxt/IbLtTz5PFfyk5W9GZCCKXyiyldxQyRGhmLlGo4zdCf2snIbW/chameleon.jpg",
  "min_mask_region_area": 30,
  "points_per_side": 32,
  "pred_iou_thresh": 0.88,
  "resize_width": 1080,
  "stability_score_offset": 1,
  "stability_score_thresh": 0.95
}

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_GcU**********************************

This is your API token. Keep it to yourself.

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 pablodawson/segment-anything-automatic using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "pablodawson/segment-anything-automatic:14fbb04535964b3d0c7fad03bb4ed272130f15b956cbedb7b2f20b5b8a2dbaa0",
  {
    input: {
      box_nms_thresh: 0.7,
      crop_n_points_downscale_factor: 1,
      crop_nms_thresh: 0.7,
      crop_overlap_ratio: 0.3413333333333333,
      image: "https://replicate.delivery/pbxt/IbLtTz5PFfyk5W9GZCCKXyiyldxQyRGhmLlGo4zdCf2snIbW/chameleon.jpg",
      min_mask_region_area: 30,
      points_per_side: 32,
      pred_iou_thresh: 0.88,
      resize_width: 1080,
      stability_score_offset: 1,
      stability_score_thresh: 0.95
    }
  }
);

// To access the file URL:
console.log(output.url()); //=> "http://example.com"

// To write the file to disk:
fs.writeFile("my-image.png", output);

To learn more, take a look at the guide on getting started with Node.js.

Install Replicate’s Python client library:

pip install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_GcU**********************************

This is your API token. Keep it to yourself.

Import the client:

import replicate

Run pablodawson/segment-anything-automatic using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "pablodawson/segment-anything-automatic:14fbb04535964b3d0c7fad03bb4ed272130f15b956cbedb7b2f20b5b8a2dbaa0",
    input={
        "box_nms_thresh": 0.7,
        "crop_n_points_downscale_factor": 1,
        "crop_nms_thresh": 0.7,
        "crop_overlap_ratio": 0.3413333333333333,
        "image": "https://replicate.delivery/pbxt/IbLtTz5PFfyk5W9GZCCKXyiyldxQyRGhmLlGo4zdCf2snIbW/chameleon.jpg",
        "min_mask_region_area": 30,
        "points_per_side": 32,
        "pred_iou_thresh": 0.88,
        "resize_width": 1080,
        "stability_score_offset": 1,
        "stability_score_thresh": 0.95
    }
)

# To access the file URL:
print(output.url())
#=> "http://example.com"

# To write the file to disk:
with open("my-image.png", "wb") as file:
    file.write(output.read())

To learn more, take a look at the guide on getting started with Python.

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=r8_GcU**********************************

This is your API token. Keep it to yourself.

Run pablodawson/segment-anything-automatic 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": "pablodawson/segment-anything-automatic:14fbb04535964b3d0c7fad03bb4ed272130f15b956cbedb7b2f20b5b8a2dbaa0",
    "input": {
      "box_nms_thresh": 0.7,
      "crop_n_points_downscale_factor": 1,
      "crop_nms_thresh": 0.7,
      "crop_overlap_ratio": 0.3413333333333333,
      "image": "https://replicate.delivery/pbxt/IbLtTz5PFfyk5W9GZCCKXyiyldxQyRGhmLlGo4zdCf2snIbW/chameleon.jpg",
      "min_mask_region_area": 30,
      "points_per_side": 32,
      "pred_iou_thresh": 0.88,
      "resize_width": 1080,
      "stability_score_offset": 1,
      "stability_score_thresh": 0.95
    }
  }' \
  https://api.replicate.com/v1/predictions

To learn more, take a look at Replicate’s HTTP API reference docs.

Output

Generated in

10.5 seconds

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