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Xenova / depth-anything-small-hf
Model's Last Updated: June 27 2025
depth-estimation
Introduction of depth-anything-small-hf
Model Details of depth-anything-small-hf
https://huggingface.co/LiheYoung/depth-anything-small-hf with ONNX weights to be compatible with Transformers.js.
Usage (Transformers.js)
If you haven't already, you can install the Transformers.js JavaScript library from NPM using:
npm i @xenova/transformers
Example:
Depth estimation with
Xenova/depth-anything-small-hf
.
import { pipeline } from '@xenova/transformers';
// Create depth-estimation pipeline
const depth_estimator = await pipeline('depth-estimation', 'Xenova/depth-anything-small-hf');
// Predict depth map for the given image
const url = 'https://huggingface.co/datasets/Xenova/transformers.js-docs/resolve/main/bread_small.png';
const output = await depth_estimator(url);
// {
// predicted_depth: Tensor {
// dims: [350, 518],
// type: 'float32',
// data: Float32Array(181300) [...],
// size: 181300
// },
// depth: RawImage {
// data: Uint8Array(271360) [...],
// width: 640,
// height: 424,
// channels: 1
// }
// }
You can visualize the output with:
output.depth.save('depth.png');
Note: Having a separate repo for ONNX weights is intended to be a temporary solution until WebML gains more traction. If you would like to make your models web-ready, we recommend converting to ONNX using
🤗 Optimum
and structuring your repo like this one (with ONNX weights located in a subfolder named
onnx
).
Runs of Xenova depth-anything-small-hf on huggingface.co
11.0K
Total runs
75
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3-day runs
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30-day runs
More Information About depth-anything-small-hf huggingface.co Model
Url of depth-anything-small-hf
depth-anything-small-hf huggingface.co Url
Provider of depth-anything-small-hf huggingface.co
Other API from Xenova
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