BiRefNet

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I made local Windows, cloud RunPod, Massed Compute and free Kaggle and more advanced Gradio APP with batch inference and transparent background

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ZhengPeng7 thank you so much this is just amazing model. # BiRefNet State Of The Art Newest Very Best Background Batch Remover APP I have developed a very advanced Gradio...

FurkanGozukara

Releated to finetunning

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@ZhengPeng7 Great work @ZhengPeng7 Actually i am facing 2 issue with the code 1 . I have trained the model with the backbone of swin_tiny on a sample of dataset...

Kaustubh-cpu

Real world Example Feedbacks

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Hey ZhengPeng, I would like to show you some examples where I think BiRefNet can improve on these real world photos. The algorithm currently works great, but I hope these...

ynie

Model weights when trained on HQ-Seg44k dataset

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Hey there! [Segment Anything in High Quality (SAM-HQ)](https://github.com/SysCV/sam-hq) model released a dataset called HQ-Seg44k, which can be found [here](https://huggingface.co/sam-hq-team/sam-hq-training/tree/main/data). It includes the DIS5K dataset, but also other data that might...

chrismaltais

Great work. When will box-based segmentation inference be released?

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Box-based guidance is of great significance for saliency segmentation of specific parts. I saw this item in your TODO list. When will this feature be launched?

YUANMU227

Model name correspondence

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In the general use task, the model corresponding to DIS5K-TR,DIS-TEs, DUTS-TR_TE,HRSOD-TR_TE,UHRSD-TR_TE, HRS10K-TR_TE, TR-P3M-10k, TE-P3M-500-NP, TE-P3M-500-P, TR-humans is BiRefNet-general-epoch_244.pth. But in stuff--https://drive.google.com/drive/folders/1s2Xe0cjq-2ctnJBR24563yMSCOu4CcxM, there are two models, BiRefNet-massive-TR_DIS5K_TR_TEs-epoch_420.pth and BiRefNet-massive-epoch_240.pth. Which of...

YUANMU227

Any suggestions on how to improve segmenting a fluffy animal?

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Thanks for the model again. I tried it with my dog and the masking is not great for his fur.  Any suggestions? Thank you very much!

ynie

使用DIS5K数据集单GPU训练报错

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您好，请问一下，我使用单GPU训练github下载得指定代码，使用“./train_test.sh train 1 1”命令尝试训练代码时，报错如下：Single-GPU mode received... Traceback (most recent call last): File "train.py", line 12, in from models.birefnet import BiRefNet File "/mnt/data/code/semanticSegmentation/huChunJun/BiRefNet/models/birefnet.py", line 9, in from models.backbones.build_backbone import build_backbone File...

huchunjun425

请问有没有单张图片推理的代码

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a815137111

Recommended Requirements

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Hi, I'm struggling to run the **portrait** model on my system (Mac Studio, Chip M2 Max, 32GB of Memory), the ANECompilerService keeps running forever and I have to kill it...

PasqualePuzio