meta/sam-2-video:33432afd – Run with an API on Replicate

Version

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meta /sam-2-video:33432afd

Playground API Setup logs

Input

input_video

*file

Input video file path

click_coordinates

*string

Shift + Return to add a new line

[391,239],[178,320],[334,391],[185,446],[100,433],[461,499],[11,395],[9,461][391,239],[178,320],[334,391],[185,446],[100,433],[461,499],[11,395],[9,461]

Click coordinates as '[x,y],[x,y],...'. Determines number of clicks.

click_labels

string

Shift + Return to add a new line

Click types (1=foreground, 0=background) as '1,1,0,1'. Auto-extends if shorter than coordinates.

Default: "1"

click_frames

string

Shift + Return to add a new line

Frame indices for clicks as '0,0,150,0'. Auto-extends if shorter than coordinates.

Default: "0"

click_object_ids

string

Shift + Return to add a new line

bee_1,bee_2,bee_3,bee_4,bee_5,bee_6,bee_7,bee_8bee_1,bee_2,bee_3,bee_4,bee_5,bee_6,bee_7,bee_8

Object labels for clicks as 'person,dog,cat'. Auto-generates if missing or incomplete.

Default: ""

mask_type

string

Mask type: binary (B&W), highlighted (colored overlay), or greenscreen

Default: "binary"

annotation_type

string

Annotation type: mask only, bounding box only, or both (ignored for binary and greenscreen)

Default: "mask"

Including output_video and 4 more...

output_video

boolean

True for video output, False for image sequence

Default: false

video_fps

integer

(minimum: 1, maximum: 60)

Video output frame rate (ignored for image sequence)

Default: 30

output_format

string

Image format for sequence (ignored for video)

Default: "webp"

output_quality

integer

(minimum: 0, maximum: 100)

JPG/WebP compression quality (0-100, ignored for PNG and video)

Default: 80

output_frame_interval

integer

Output every Nth frame. 1=all frames, 2=every other, etc.

Default: 1

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

npx create-replicate --model=meta/sam-2-video

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 meta/sam-2-video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

const output = await replicate.run(
  "meta/sam-2-video:33432afdfc06a10da6b4018932893d39b0159f838b6d11dd1236dff85cc5ec1d",
  {
    input: {
      mask_type: "highlighted",
      video_fps: 25,
      input_video: "https://api.replicate.com/v1/files/N2E3N2I3NTgtNzkxMS00ZDU3LWJkNWMtMWQxMDQ5NjEyNjZh/download?expiry=1723645268&owner=pwntus&signature=w0ZTXY7u4SnrIJYRyuA86uP81JJ46VjSJYCrxAY%252Fwwc%253D",
      click_frames: "1",
      click_labels: "1",
      output_video: true,
      output_format: "webp",
      output_quality: 80,
      annotation_type: "mask",
      click_object_ids: "bee_1,bee_2,bee_3,bee_4,bee_5,bee_6,bee_7,bee_8",
      click_coordinates: "[391,239],[178,320],[334,391],[185,446],[100,433],[461,499],[11,395],[9,461]",
      output_frame_interval: 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

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 meta/sam-2-video using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.

output = replicate.run(
    "meta/sam-2-video:33432afdfc06a10da6b4018932893d39b0159f838b6d11dd1236dff85cc5ec1d",
    input={
        "mask_type": "highlighted",
        "video_fps": 25,
        "input_video": "https://api.replicate.com/v1/files/N2E3N2I3NTgtNzkxMS00ZDU3LWJkNWMtMWQxMDQ5NjEyNjZh/download?expiry=1723645268&owner=pwntus&signature=w0ZTXY7u4SnrIJYRyuA86uP81JJ46VjSJYCrxAY%252Fwwc%253D",
        "click_frames": "1",
        "click_labels": "1",
        "output_video": True,
        "output_format": "webp",
        "output_quality": 80,
        "annotation_type": "mask",
        "click_object_ids": "bee_1,bee_2,bee_3,bee_4,bee_5,bee_6,bee_7,bee_8",
        "click_coordinates": "[391,239],[178,320],[334,391],[185,446],[100,433],[461,499],[11,395],[9,461]",
        "output_frame_interval": 1
    }
)

# The meta/sam-2-video model can stream output as it's running.
# The predict method returns an iterator, and you can iterate over that output.
for item in output:
    # https://replicate.com/meta/sam-2-video/api#output-schema
    print(item)

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 meta/sam-2-video 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": "33432afdfc06a10da6b4018932893d39b0159f838b6d11dd1236dff85cc5ec1d",
    "input": {
      "mask_type": "highlighted",
      "video_fps": 25,
      "input_video": "https://api.replicate.com/v1/files/N2E3N2I3NTgtNzkxMS00ZDU3LWJkNWMtMWQxMDQ5NjEyNjZh/download?expiry=1723645268&owner=pwntus&signature=w0ZTXY7u4SnrIJYRyuA86uP81JJ46VjSJYCrxAY%252Fwwc%253D",
      "click_frames": "1",
      "click_labels": "1",
      "output_video": true,
      "output_format": "webp",
      "output_quality": 80,
      "annotation_type": "mask",
      "click_object_ids": "bee_1,bee_2,bee_3,bee_4,bee_5,bee_6,bee_7,bee_8",
      "click_coordinates": "[391,239],[178,320],[334,391],[185,446],[100,433],[461,499],[11,395],[9,461]",
      "output_frame_interval": 1
    }
  }' \
  https://api.replicate.com/v1/predictions

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

Output

{
  "completed_at": "2024-08-14T13:32:02.107880Z",
  "created_at": "2024-08-14T13:30:23.045000Z",
  "data_removed": false,
  "error": null,
  "id": "bn3xep8srnrgp0cha4avc64azr",
  "input": {
    "mask_type": "highlighted",
    "video_fps": 25,
    "input_video": "https://api.replicate.com/v1/files/N2E3N2I3NTgtNzkxMS00ZDU3LWJkNWMtMWQxMDQ5NjEyNjZh/download?expiry=1723645268&owner=pwntus&signature=w0ZTXY7u4SnrIJYRyuA86uP81JJ46VjSJYCrxAY%252Fwwc%253D",
    "click_frames": "1",
    "click_labels": "1",
    "output_video": true,
    "output_format": "webp",
    "output_quality": 80,
    "annotation_type": "mask",
    "click_object_ids": "bee_1,bee_2,bee_3,bee_4,bee_5,bee_6,bee_7,bee_8",
    "click_coordinates": "[391,239],[178,320],[334,391],[185,446],[100,433],[461,499],[11,395],[9,461]",
    "output_frame_interval": 1
  },
  "logs": "Splitting video into frames:   0%|          | 0/395 [00:00<?, ?it/s]\nSplitting video into frames:  22%|██▏       | 87/395 [00:00<00:00, 863.91it/s]\nSplitting video into frames:  46%|████▌     | 180/395 [00:00<00:00, 899.37it/s]\nSplitting video into frames:  70%|███████   | 277/395 [00:00<00:00, 929.34it/s]\nSplitting video into frames:  94%|█████████▍| 372/395 [00:00<00:00, 936.01it/s]\nSplitting video into frames: 100%|██████████| 395/395 [00:00<00:00, 922.88it/s]\nframe loading (JPEG):   0%|          | 0/395 [00:00<?, ?it/s]\nframe loading (JPEG):   1%|▏         | 5/395 [00:00<00:08, 45.60it/s]\nframe loading (JPEG):   3%|▎         | 10/395 [00:00<00:08, 47.39it/s]\nframe loading (JPEG):   4%|▍         | 15/395 [00:00<00:07, 48.03it/s]\nframe loading (JPEG):   5%|▌         | 20/395 [00:00<00:07, 48.68it/s]\nframe loading (JPEG):   6%|▋         | 25/395 [00:00<00:07, 49.05it/s]\nframe loading (JPEG):   8%|▊         | 30/395 [00:00<00:07, 48.47it/s]\nframe loading (JPEG): 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  "metrics": {
    "predict_time": 99.053601483,
    "total_time": 99.06288
  },
  "output": [
    "https://replicate.delivery/pbxt/iGyFurounuZkAFqPL7Rjq5bzL9WdE7AhUfdXmKlvEnroHTpJA/output_video.mp4"
  ],
  "started_at": "2024-08-14T13:30:23.054278Z",
  "status": "succeeded",
  "urls": {
    "get": "https://api.replicate.com/v1/predictions/bn3xep8srnrgp0cha4avc64azr",
    "cancel": "https://api.replicate.com/v1/predictions/bn3xep8srnrgp0cha4avc64azr/cancel"
  },
  "version": "33432afdfc06a10da6b4018932893d39b0159f838b6d11dd1236dff85cc5ec1d"
}

Generated in

1 minute 39 seconds

Tweak it ShareReport

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