Issues

• Third-party application: SafeResize, free in-browser background remover built on BiRefNet_lite

  ZhengPeng7/BiRefNet#324 · Filter by author businessanuj opened on Oct 8, 2026
  1

• BiRefNet Portrait: exact checkpoint lineage and validation splits

  ZhengPeng7/BiRefNet#323 · Filter by author BoazTelem opened on Sep 26, 2026
  3

• TR Human数据集链接失效

  ZhengPeng7/BiRefNet#322 · Filter by author EggGDX opened on Sep 10, 2026
  5

• recommended number of epochs for training BiRefNet HR Matting

  ZhengPeng7/BiRefNet#321 · Filter by author Tilovbek opened on Sep 7, 2026
  1

• Can inference only work on 1024x1024 size of images with the Birfenet DIS variant?

  ZhengPeng7/BiRefNet#318 · Filter by author iamskab opened on Aug 17, 2026
  1

• 训练过程中：Segmentation fault (core dumped)或直接死机

  ZhengPeng7/BiRefNet#317 · Filter by author EggGDX opened on Aug 8, 2026
  5

• Cut-out Pipeline: Technical Challenges & Edge Case Issues

  ZhengPeng7/BiRefNet#315 · Filter by author kparikh-tenup opened on Jul 22, 2026

• 有关hugging face的模型权重问题

  ZhengPeng7/BiRefNet#313 · Filter by author EggGDX opened on Jul 13, 2026
  1

• Question About Training Duration for a 50K Custom Car Dataset

  ZhengPeng7/BiRefNet#310 · Filter by author imm-nuclier opened on Jul 6, 2026
  1

• Training BiRefNet on 500K Images – Recommended Epochs, Convergence Metrics, and CUDA 13.x self.compile Issue

  ZhengPeng7/BiRefNet#309 · Filter by author vishalM-byte opened on Jun 27, 2026
  1

• Unable to finetune BiRefNet_HR-general-epoch_130.pth using public training code.

  ZhengPeng7/BiRefNet#308 · Filter by author hardikjain8 opened on Jun 16, 2026
  17

• ToonOut (anime fine-tune of BiRefNet) — worth listing?

  ZhengPeng7/BiRefNet#307 · Filter by author kndlt opened on Jun 11, 2026
  4

• 请问有没有bb_dinov3的预训练权重

  ZhengPeng7/BiRefNet#305 · Filter by author Ruix04 opened on May 15, 2026
  7

• eval-mode collapse during FT

  ZhengPeng7/BiRefNet#304 · Filter by author imperatormk opened on May 6, 2026
  2

• Guidance on Background Removal Task with 10K Annotated Car Images – Fine-Tuning vs Training from Scratch

  ZhengPeng7/BiRefNet#303 · Filter by author alichohann opened on Apr 22, 2026
  1

• Quality degradation fine-tuning on solo and group portraits

  ZhengPeng7/BiRefNet#300 · Filter by author aamiransari23 opened on Mar 29, 2026
  3

• Adapting BiRefNet for Multi-Class (7+ Classes) High-Resolution Semantic Segmentation

  ZhengPeng7/BiRefNet#295 · Filter by author duckzhao opened on Mar 12, 2026
  1

• Fine tune birefnet

  ZhengPeng7/BiRefNet#294 · Filter by author agarwalma opened on Mar 10, 2026
  11

• How can I convert this model to the ncnn format? Directly converting the compiled ONNX model using pnnx throws an exception.

  ZhengPeng7/BiRefNet#269 · Filter by author pangxiaobin opened on Oct 31, 2025
  3

• Make it easier to know which datasets were used

  documentationTODO
  ZhengPeng7/BiRefNet#268 · Filter by author set-soft opened on Oct 24, 2025
  2

• Guidance on Improving Segmentation Model Performance Across 4K and 1K Resolutions

  ZhengPeng7/BiRefNet#239 · Filter by author kparikh-tenup opened on Jul 19, 2025
  4

• Model distillation

  DistillationEngineering
  ZhengPeng7/BiRefNet#235 · Filter by author zgdaaa opened on Jul 16, 2025
  5

• A model suitable for mobile devices

  quantizationTODO
  ZhengPeng7/BiRefNet#231 · Filter by author zgdaaa opened on Jul 7, 2025
  7

• Support Prompting with Vague Segmentation Masks for Refinement

  ZhengPeng7/BiRefNet#228 · Filter by author lucasgblu opened on Jun 18, 2025
  3

• Module Import Syntax

  TODO
  ZhengPeng7/BiRefNet#216 · Filter by author minerharry opened on May 1, 2025
  2