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Severe CUDA Out of Memory (OOM) on 4GB VRAM during initial training with ViT-B ($1024 \times 1024$)

Status: Open.

#414 In bowang-lab/MedSAM;

· yuefeng06 opened on Dec 11, 2025

the new SAM3

Status: Open.

#413 In bowang-lab/MedSAM;

· whucsu opened on Dec 2, 2025

Suggesting Dermoscopy specific enhancement

Status: Open.

#410 In bowang-lab/MedSAM;

· xuefei-wang opened on Nov 25, 2025

WHY IT IS ALL BLACK

Status: Open.

#408 In bowang-lab/MedSAM;

· zifeiyu-c opened on Nov 6, 2025

Incorrect model link

Status: Open.

#407 In bowang-lab/MedSAM;

· czp19940707 opened on Oct 30, 2025

Clarification on training vs. validation datasets in the MedSAM paper

Status: Open.

#406 In bowang-lab/MedSAM;

· qigao-scut opened on Oct 13, 2025

Regarding Lite MedSAM

Status: Open.

#404 In bowang-lab/MedSAM;

· luisfernandes9 opened on Sep 25, 2025

MedSam 2 finetuning of custom dataset

Status: Open.

#403 In bowang-lab/MedSAM;

· ajaynice1996 opened on Sep 19, 2025

Request for Information on Dataset amos 2022

Status: Open.

#402 In bowang-lab/MedSAM;

· Tianpeiting opened on Sep 3, 2025

Using FLARE22 for MedSAM evaluation

Status: Open.

#400 In bowang-lab/MedSAM;

· thuyduongcoding opened on Jul 30, 2025

Improve Label Utilization in Multi-Label Segmentation: Avoid Random Single-Label Sampling

Status: Open.

#399 In bowang-lab/MedSAM;

· qigao-scut opened on Jul 23, 2025

Dataset preprocessing

Status: Open.

#398 In bowang-lab/MedSAM;

· luisfernandes9 opened on Jul 17, 2025