AXERA-TECH / bevformer

huggingface.co
Total runs: 62
24-hour runs: 1
7-day runs: 9
30-day runs: 54
Model's Last Updated: January 08 2026
object-detection

Introduction of bevformer

Model Details of bevformer

BEVFormer on Axera NPU

This repository contains the BEVFormer model converted for high-performance inference on the Axera NPU. BEVFormer is a paradigm-shifting transformer-based framework for 3D object detection that learns unified spatio-temporal bird's-eye-view (BEV) representations from multi-camera inputs.

This version is optimized with w8a16 quantization and is compatible with Pulsar2 version 4.2 .

Convert Tools Links

For model conversion and deployment guidance:

Support Platforms
Chips Model Variant NPU1 Latency (Per Frame) NPU3 Latency (Per Frame)
AX650 BEVFormer-Tiny 253.966 ms 91.209 ms
How to Use

BEVFormer requires multi-view camera inputs (typically 6 views: front, front-left, front-right, back, back-left, back-right).


Inference with AX650 Host

Results

The model generates a 3D detection map projected onto the Bird's-Eye-View plane. Results are saved as images and videos which visualize the ego-vehicle and surrounding detected objects.

Runs of AXERA-TECH bevformer on huggingface.co

62
Total runs
1
24-hour runs
7
3-day runs
9
7-day runs
54
30-day runs

More Information About bevformer huggingface.co Model

More bevformer license Visit here:

https://choosealicense.com/licenses/mit

bevformer huggingface.co

bevformer huggingface.co is an AI model on huggingface.co that provides bevformer's model effect (), which can be used instantly with this AXERA-TECH bevformer model. huggingface.co supports a free trial of the bevformer model, and also provides paid use of the bevformer. Support call bevformer model through api, including Node.js, Python, http.

AXERA-TECH bevformer online free

bevformer huggingface.co is an online trial and call api platform, which integrates bevformer's modeling effects, including api services, and provides a free online trial of bevformer, you can try bevformer online for free by clicking the link below.

AXERA-TECH bevformer online free url in huggingface.co:

https://huggingface.co/AXERA-TECH/bevformer

bevformer install

bevformer is an open source model from GitHub that offers a free installation service, and any user can find bevformer on GitHub to install. At the same time, huggingface.co provides the effect of bevformer install, users can directly use bevformer installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

bevformer install url in huggingface.co:

https://huggingface.co/AXERA-TECH/bevformer

Url of bevformer

Provider of bevformer huggingface.co

AXERA-TECH
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