mattmdjaga / image-segmentation updated 10 months ago

segformer_b2_clothes

Name: segformer_b2_clothes
Author: mattmdjaga

SegFormer model fine-tuned on ATR dataset for clothes segmentation but can also be used for human segmentation. The dataset on hugging face is called "mattmdjaga/humanparsingdataset".

Params

30 M

Context

—

Downloads 30d

306 K

Likes

506

Licence: other Not gated SAFETENSORS View on Hugging Face ↗

Download history

daily snapshots · 7 days

306 K233 K

Jul 31Aug 2Aug 4Aug 6

Can you run it?

Estimated VRAM at 8K context unless noted. Pick your hardware to see the verdict per quantization.

File	Quant	Size	Est. VRAM	Verdict on RTX 4090 · 24 GB
model.safetensors	f32	0.1 GB	0.6 GB	✅ Runs comfortably

Estimate: file size × 1.1 + KV cache at 8K + 0.5 GB overhead. Not a benchmark — how we calculate this.

Specifications

Architecture: SegformerForSemanticSegmentation
Parameters: 30 M
Tensor type: F32
Licence: other
First seen on the Hub: 2022-11-24
Training datasets: mattmdjaga/human_parsing_dataset
Added to our catalog: 2026-07-31

Compare with

clipseg-rd64-refined 1.1 M BiRefNet 715 K segformer-b0-finetuned-ade-512-512 364 K segformer-b2-finetuned-ade-512-512 338 K RMBG-1.4 319 K mask2former-swin-tiny-coco-instance 211 K

Appears in

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