shadow-cann/hispark-modelzoo-tinysam

TinySam

TinySAM 通过全阶段知识蒸馏、在线硬提示采样、量化等系列优化策略，构建轻量级 “万物分割” 模型，解决了原始 SAM 模型计算量大、部署困难的痛点，助力高效分割任务在资源受限场景下的应用。

Mirror Metadata

• Hugging Face repo: shadow-cann/hispark-modelzoo-tinysam
• Portal model id: i9t43v4pec00
• Created at: 2025-12-26 16:38:13
• Updated at: 2025-12-30 20:02:17
• Category: 计算机视觉

Framework

• PyTorch

Supported OS

• OpenHarmony
• Linux

Computing Power

• Hi3403V100 SVP_NNN

Tags

• 分割

Detail Parameters

• 输入: 448*448
• 参数量: 5.739M
• 计算量: 15.423GFLOPs

Files In This Repo

• prompt_encoder_deploy_model.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
• image_encoder_deploy_model.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
• tinysam.pth (源模型 / 源模型下载; 源模型 / 源模型元数据)
• mask_decoder_deploy_model.onnx (源模型 / 源模型下载; 源模型 / 源模型元数据)
• SVP_NNN_PC_V1.0.6.0.tgz (附加资源 / 附加资源)

Upstream Links

• Portal card: https://gitbubble.github.io/hisilicon-developer-portal-mirror/model-detail.html?id=i9t43v4pec00
• Upstream repository: https://gitee.com/HiSpark/modelzoo/tree/master/samples/built-in/segmentation/TinySam
• License reference: https://github.com/xinghaochen/TinySAM/blob/main/LICENSE

Notes

• This repository was mirrored from the HiSilicon Developer Portal model card and local downloads captured on 2026-03-27.
• File ownership follows the portal card mapping, not just filename similarity.
• Cover image: 1719774851694593_realquant_201909262051154_0.jpg