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vegetebird /human-pose-estimation:b80320fb
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=vegetebird/human-pose-estimation
or set up a project from scratch
Install Replicate’s Node.js client library:
npm install replicateSet 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 vegetebird/human-pose-estimation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"vegetebird/human-pose-estimation:b80320fb7903d0d159ad82f81e3fe81cb27637d799d6683ec15c4aecd513f7af",
{
input: {
input_path: "https://replicate.delivery/mgxm/1d164565-9f62-4ac5-ac87-7eeff16728c9/ballet.mp4"
}
}
);
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 replicateSet 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 replicateRun vegetebird/human-pose-estimation using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"vegetebird/human-pose-estimation:b80320fb7903d0d159ad82f81e3fe81cb27637d799d6683ec15c4aecd513f7af",
input={
"input_path": "https://replicate.delivery/mgxm/1d164565-9f62-4ac5-ac87-7eeff16728c9/ballet.mp4"
}
)
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 vegetebird/human-pose-estimation 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": "vegetebird/human-pose-estimation:b80320fb7903d0d159ad82f81e3fe81cb27637d799d6683ec15c4aecd513f7af",
"input": {
"input_path": "https://replicate.delivery/mgxm/1d164565-9f62-4ac5-ac87-7eeff16728c9/ballet.mp4"
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Add a payment method to run this model.
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terms of service and privacy policy
Output
output_video
output_keypoints
keypoints.zip{
"completed_at": "2022-06-09T18:19:57.048764Z",
"created_at": "2022-06-09T18:17:27.994724Z",
"data_removed": false,
"error": null,
"id": "brvgprd4n5ckdiwnzjpfsvkzz4",
"input": {
"input_path": "https://replicate.delivery/mgxm/1d164565-9f62-4ac5-ac87-7eeff16728c9/ballet.mp4"
},
"logs": "Output dir:\nVideo path /tmp/tmprowh4odyballet.mp4\n\nGenerating 2D pose...\n\n 0%| | 0/115 [00:00<?, ?it/s]\n 1%| | 1/115 [00:00<01:41, 1.12it/s]\n 2%|▏ | 2/115 [00:01<01:25, 1.31it/s]\n 3%|▎ | 4/115 [00:01<00:38, 2.89it/s]\n 4%|▍ | 5/115 [00:01<00:30, 3.62it/s]\n 5%|▌ | 6/115 [00:02<00:25, 4.23it/s]\n 6%|▌ | 7/115 [00:02<00:21, 5.01it/s]\n 7%|▋ | 8/115 [00:02<00:18, 5.80it/s]\n 8%|▊ | 9/115 [00:02<00:16, 6.44it/s]\n 9%|▊ | 10/115 [00:02<00:14, 7.12it/s]\n 10%|▉ | 11/115 [00:02<00:15, 6.86it/s]\n 10%|█ | 12/115 [00:02<00:14, 7.27it/s]\n 11%|█▏ | 13/115 [00:02<00:13, 7.69it/s]\n 12%|█▏ | 14/115 [00:02<00:12, 8.00it/s]\n 13%|█▎ | 15/115 [00:03<00:13, 7.55it/s]\n 14%|█▍ | 16/115 [00:03<00:12, 7.74it/s]\n 15%|█▍ | 17/115 [00:03<00:12, 8.14it/s]\n 16%|█▌ | 18/115 [00:03<00:11, 8.21it/s]\n 17%|█▋ | 19/115 [00:03<00:11, 8.61it/s]\n 17%|█▋ | 20/115 [00:03<00:12, 7.83it/s]\n 18%|█▊ | 21/115 [00:03<00:11, 7.99it/s]\n 19%|█▉ | 22/115 [00:03<00:11, 8.07it/s]\n 20%|██ | 23/115 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[00:15<00:00, 7.69it/s]\n 97%|█████████▋| 111/115 [00:15<00:00, 7.94it/s]\n 97%|█████████▋| 112/115 [00:15<00:00, 8.26it/s]\n 98%|█████████▊| 113/115 [00:16<00:00, 8.08it/s]\n 99%|█████████▉| 114/115 [00:16<00:00, 7.68it/s]\n100%|██████████| 115/115 [00:16<00:00, 7.93it/s]\n100%|██████████| 115/115 [00:16<00:00, 7.03it/s]\nGenerating 2D pose successful!\nZipping keypoints files...\n\nGenerating 3D pose...\n\n 0%| | 0/115 [00:00<?, ?it/s]\n 1%| | 1/115 [00:00<00:46, 2.46it/s]\n 2%|▏ | 2/115 [00:00<00:43, 2.63it/s]\n 3%|▎ | 3/115 [00:01<00:41, 2.68it/s]\n 3%|▎ | 4/115 [00:01<00:40, 2.75it/s]\n 4%|▍ | 5/115 [00:01<00:39, 2.79it/s]\n 5%|▌ | 6/115 [00:02<00:38, 2.81it/s]\n 6%|▌ | 7/115 [00:02<00:38, 2.79it/s]\n 7%|▋ | 8/115 [00:03<00:42, 2.51it/s]\n 8%|▊ | 9/115 [00:03<00:40, 2.61it/s]\n 9%|▊ | 10/115 [00:03<00:39, 2.67it/s]\n 10%|▉ | 11/115 [00:04<00:38, 2.73it/s]\n 10%|█ | 12/115 [00:04<00:37, 2.76it/s]\n 11%|█▏ | 13/115 [00:04<00:36, 2.79it/s]\n 12%|█▏ | 14/115 [00:05<00:35, 2.81it/s]\n 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Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n warnings.warn(\n\n 18%|█▊ | 21/115 [00:07<00:33, 2.80it/s]\n 19%|█▉ | 22/115 [00:07<00:33, 2.81it/s]\n 20%|██ | 23/115 [00:08<00:32, 2.80it/s]\n 21%|██ | 24/115 [00:08<00:32, 2.80it/s]\n 22%|██▏ | 25/115 [00:09<00:35, 2.52it/s]\n 23%|██▎ | 26/115 [00:09<00:34, 2.54it/s]\n 23%|██▎ | 27/115 [00:09<00:33, 2.59it/s]\n 24%|██▍ | 28/115 [00:10<00:33, 2.63it/s]\n 25%|██▌ | 29/115 [00:10<00:32, 2.67it/s]\n 26%|██▌ | 30/115 [00:11<00:31, 2.70it/s]\n 27%|██▋ | 31/115 [00:11<00:30, 2.72it/s]\n 28%|██▊ | 32/115 [00:11<00:30, 2.71it/s]\n 29%|██▊ | 33/115 [00:12<00:30, 2.71it/s]\n 30%|██▉ | 34/115 [00:12<00:30, 2.69it/s]\n 30%|███ | 35/115 [00:12<00:29, 2.67it/s]\n 31%|███▏ | 36/115 [00:13<00:29, 2.64it/s]\n 32%|███▏ | 37/115 [00:13<00:29, 2.66it/s]\n 33%|███▎ | 38/115 [00:13<00:28, 2.67it/s]\n 34%|███▍ | 39/115 [00:14<00:28, 2.70it/s]\n 35%|███▍ | 40/115 [00:14<00:27, 2.74it/s]\n 36%|███▌ | 41/115 [00:15<00:26, 2.75it/s]\n 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2.47it/s]\n 92%|█████████▏| 106/115 [00:38<00:03, 2.56it/s]\n 93%|█████████▎| 107/115 [00:39<00:03, 2.52it/s]\n 94%|█████████▍| 108/115 [00:39<00:02, 2.49it/s]\n 95%|█████████▍| 109/115 [00:40<00:02, 2.57it/s]\n 96%|█████████▌| 110/115 [00:40<00:01, 2.63it/s]\n 97%|█████████▋| 111/115 [00:40<00:01, 2.66it/s]\n 97%|█████████▋| 112/115 [00:41<00:01, 2.69it/s]\n 98%|█████████▊| 113/115 [00:41<00:00, 2.73it/s]\n 99%|█████████▉| 114/115 [00:41<00:00, 2.76it/s]\n100%|██████████| 115/115 [00:42<00:00, 2.74it/s]\n100%|██████████| 115/115 [00:42<00:00, 2.72it/s]\nGenerating 3D pose successful!\n\nGenerating demo...\n\n 0%| | 0/115 [00:00<?, ?it/s]\n 1%| | 1/115 [00:00<00:48, 2.36it/s]\n 2%|▏ | 2/115 [00:00<00:46, 2.43it/s]\n 3%|▎ | 3/115 [00:01<00:46, 2.42it/s]\n 3%|▎ | 4/115 [00:01<00:45, 2.45it/s]\n 4%|▍ | 5/115 [00:02<00:44, 2.47it/s]\n 5%|▌ | 6/115 [00:02<00:44, 2.43it/s]\n 6%|▌ | 7/115 [00:02<00:44, 2.43it/s]\n 7%|▋ | 8/115 [00:03<00:43, 2.44it/s]\n 8%|▊ | 9/115 [00:03<00:42, 2.47it/s]\n 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video /tmp/tmptw5e6ugn/output.mp4\n\n\nt: 0%| | 0/115 [00:00<?, ?it/s, now=None]\nt: 10%|▉ | 11/115 [00:00<00:01, 102.66it/s, now=None]\nt: 21%|██ | 24/115 [00:00<00:00, 113.88it/s, now=None]\nt: 32%|███▏ | 37/115 [00:00<00:00, 118.30it/s, now=None]\nt: 43%|████▎ | 49/115 [00:00<00:00, 93.31it/s, now=None]\nt: 51%|█████▏ | 59/115 [00:00<00:00, 85.23it/s, now=None]\nt: 59%|█████▉ | 68/115 [00:00<00:00, 71.90it/s, now=None]\nt: 66%|██████▌ | 76/115 [00:00<00:00, 61.90it/s, now=None]\nt: 72%|███████▏ | 83/115 [00:01<00:00, 61.83it/s, now=None]\nt: 78%|███████▊ | 90/115 [00:01<00:00, 60.95it/s, now=None]\nt: 84%|████████▍ | 97/115 [00:01<00:00, 55.96it/s, now=None]\nt: 90%|█████████ | 104/115 [00:01<00:00, 59.08it/s, now=None]\nt: 97%|█████████▋| 111/115 [00:01<00:00, 60.99it/s, now=None]\nMoviepy - Done !\nMoviepy - video ready /tmp/tmptw5e6ugn/output.mp4\nsaving to /tmp/tmptw5e6ugn/output.mp4\nGenerating demo successful!\n",
"metrics": {
"predict_time": 118.617475,
"total_time": 149.05404
},
"output": {
"output_video": "https://replicate.delivery/mgxm/21d46589-4111-48ad-b4e6-257ca5ee77b3/output.mp4",
"output_keypoints": "https://replicate.delivery/mgxm/9f00e617-ecb8-407b-84f3-ec0610bcfe59/keypoints.zip"
},
"started_at": "2022-06-09T18:17:58.431289Z",
"status": "succeeded",
"urls": {
"get": "https://api.replicate.com/v1/predictions/brvgprd4n5ckdiwnzjpfsvkzz4",
"cancel": "https://api.replicate.com/v1/predictions/brvgprd4n5ckdiwnzjpfsvkzz4/cancel"
},
"version": "b80320fb7903d0d159ad82f81e3fe81cb27637d799d6683ec15c4aecd513f7af"
}Generated in
Output dir:
Video path /tmp/tmprowh4odyballet.mp4
Generating 2D pose...
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Generating 2D pose successful!
Zipping keypoints files...
Generating 3D pose...
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warnings.warn(
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Generating 3D pose successful!
Generating demo...
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Moviepy - Building video /tmp/tmptw5e6ugn/output.mp4.
Moviepy - Writing video /tmp/tmptw5e6ugn/output.mp4
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Moviepy - Done !
Moviepy - video ready /tmp/tmptw5e6ugn/output.mp4
saving to /tmp/tmptw5e6ugn/output.mp4
Generating demo successful!