zsxkib/yolo-world:d2324456 | Run with an API on Replicate

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zsxkib /yolo-world:d2324456

Playground API

Input

Run this model in Node.js with one line of code:

npx create-replicate --model=zsxkib/yolo-world

or set up a project from scratch

Install Replicate’s Node.js client library:

npm install replicate

Set the REPLICATE_API_TOKEN environment variable:

export REPLICATE_API_TOKEN=<paste-your-token-here>

Find your API token in your account settings.

Import and set up the client:

import Replicate from "replicate";

const replicate = new Replicate({
  auth: process.env.REPLICATE_API_TOKEN,
});

Run zsxkib/yolo-world using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "zsxkib/yolo-world:d232445620610b78671a7f288f37bf3baec831537503e9064afcf0bfd0f0a151",
  {
    input: {
      nms_thr: 0.5,
      score_thr: 0.05,
      class_names: "dog, eye, tongue, ear, leash, backpack, person, nose",
      input_media: "https://replicate.delivery/pbxt/KOJpWfZmaP6tUv8fqR2n0z3FdBhtytoP5llaecrvvez0p4LE/dog.jpeg",
      return_json: true,
      max_num_boxes: 100
    }
  }
);

console.log(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=<paste-your-token-here>

Find your API token in your account settings.

Import the client:

import replicate

Run zsxkib/yolo-world using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "zsxkib/yolo-world:d232445620610b78671a7f288f37bf3baec831537503e9064afcf0bfd0f0a151",
    input={
        "nms_thr": 0.5,
        "score_thr": 0.05,
        "class_names": "dog, eye, tongue, ear, leash, backpack, person, nose",
        "input_media": "https://replicate.delivery/pbxt/KOJpWfZmaP6tUv8fqR2n0z3FdBhtytoP5llaecrvvez0p4LE/dog.jpeg",
        "return_json": True,
        "max_num_boxes": 100
    }
)
print(output)

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=<paste-your-token-here>

Find your API token in your account settings.

Run zsxkib/yolo-world 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": "zsxkib/yolo-world:d232445620610b78671a7f288f37bf3baec831537503e9064afcf0bfd0f0a151",
    "input": {
      "nms_thr": 0.5,
      "score_thr": 0.05,
      "class_names": "dog, eye, tongue, ear, leash, backpack, person, nose",
      "input_media": "https://replicate.delivery/pbxt/KOJpWfZmaP6tUv8fqR2n0z3FdBhtytoP5llaecrvvez0p4LE/dog.jpeg",
      "return_json": true,
      "max_num_boxes": 100
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{"Det-0": {"x0": 332.8245849609375, "y0": 458.393798828125, "x1": 471.61834716796875, "y1": 565.4428100585938, "score": 0.7637506127357483, "cls": "tongue"}, "Det-1": {"x0": 2.7799072265625, "y0": 663.6217041015625, "x1": 462.7650146484375, "y1": 1279.84814453125, "score": 0.6646685004234314, "cls": "backpack"}, "Det-2": {"x0": 67.57904052734375, "y0": 244.56365966796875, "x1": 646.708740234375, "y1": 924.4649658203125, "score": 0.6597269773483276, "cls": "dog"}, "Det-3": {"x0": 387.033935546875, "y0": 292.002685546875, "x1": 486.36322021484375, "y1": 371.1913146972656, "score": 0.3046126663684845, "cls": "nose"}, "Det-4": {"x0": 0.0, "y0": 354.07489013671875, "x1": 622.4891357421875, "y1": 1277.33935546875, "score": 0.24595852196216583, "cls": "person"}, "Det-5": {"x0": 161.4346923828125, "y0": 466.9927978515625, "x1": 199.5556640625, "y1": 546.6716918945312, "score": 0.18309670686721802, "cls": "ear"}, "Det-6": {"x0": 294.78662109375, "y0": 284.94677734375, "x1": 349.54913330078125, "y1": 325.4170227050781, "score": 0.12482212483882904, "cls": "eye"}, "Det-7": {"x0": 445.161376953125, "y0": 378.57977294921875, "x1": 550.8932495117188, "y1": 619.8950805664062, "score": 0.09795571118593216, "cls": "ear"}}

{
  "completed_at": "2024-02-29T16:45:38.688377Z",
  "created_at": "2024-02-29T16:45:37.644740Z",
  "data_removed": false,
  "error": null,
  "id": "2jqn47lbgb2zeqjht7joi3fhju",
  "input": {
    "nms_thr": 0.5,
    "score_thr": 0.05,
    "class_names": "dog, eye, tongue, ear, leash, backpack, person, nose",
    "input_media": "https://replicate.delivery/pbxt/KOJpWfZmaP6tUv8fqR2n0z3FdBhtytoP5llaecrvvez0p4LE/dog.jpeg",
    "return_json": true,
    "max_num_boxes": 100
  },
  "logs": null,
  "metrics": {
    "predict_time": 0.935173,
    "total_time": 1.043637
  },
  "output": {
    "json_str": "{\"Det-0\": {\"x0\": 332.8245849609375, \"y0\": 458.393798828125, \"x1\": 471.61834716796875, \"y1\": 565.4428100585938, \"score\": 0.7637506127357483, \"cls\": \"tongue\"}, \"Det-1\": {\"x0\": 2.7799072265625, \"y0\": 663.6217041015625, \"x1\": 462.7650146484375, \"y1\": 1279.84814453125, \"score\": 0.6646685004234314, \"cls\": \"backpack\"}, \"Det-2\": {\"x0\": 67.57904052734375, \"y0\": 244.56365966796875, \"x1\": 646.708740234375, \"y1\": 924.4649658203125, \"score\": 0.6597269773483276, \"cls\": \"dog\"}, \"Det-3\": {\"x0\": 387.033935546875, \"y0\": 292.002685546875, \"x1\": 486.36322021484375, \"y1\": 371.1913146972656, \"score\": 0.3046126663684845, \"cls\": \"nose\"}, \"Det-4\": {\"x0\": 0.0, \"y0\": 354.07489013671875, \"x1\": 622.4891357421875, \"y1\": 1277.33935546875, \"score\": 0.24595852196216583, \"cls\": \"person\"}, \"Det-5\": {\"x0\": 161.4346923828125, \"y0\": 466.9927978515625, \"x1\": 199.5556640625, \"y1\": 546.6716918945312, \"score\": 0.18309670686721802, \"cls\": \"ear\"}, \"Det-6\": {\"x0\": 294.78662109375, \"y0\": 284.94677734375, \"x1\": 349.54913330078125, \"y1\": 325.4170227050781, \"score\": 0.12482212483882904, \"cls\": \"eye\"}, \"Det-7\": {\"x0\": 445.161376953125, \"y0\": 378.57977294921875, \"x1\": 550.8932495117188, \"y1\": 619.8950805664062, \"score\": 0.09795571118593216, \"cls\": \"ear\"}}"
  },
  "started_at": "2024-02-29T16:45:37.753204Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/2jqn47lbgb2zeqjht7joi3fhju",
    "cancel": "https://api.replicate.com/v1/predictions/2jqn47lbgb2zeqjht7joi3fhju/cancel"
  },
  "version": "d232445620610b78671a7f288f37bf3baec831537503e9064afcf0bfd0f0a151"
}

Generated in

0.9 seconds

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