Comments (3)
juzuo
commented on June 16, 2024
1
明白了。great work!!
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ZHKKKe
commented on June 16, 2024
你好，感谢你的关注。
是的，正如我们在image matting demo里介绍的，我们的训练集只包含3000个前景，因此模型在复杂背景下依然会输出错误的人像语义信息 (准确的语义信息是需要大量数据来学习的)。
mobilenetv2_human_seg.ckpt 这个模型是MODNet中Low-Resolution分支使用的预训练模型，在我们发布训练代码的时候会用到。它来自这个Git仓库。 该模型在背景复杂的情况下也会出现人像语义信息预测的错误。
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zhanghongyong123456
commented on June 16, 2024
请教几个问题，
1.假如我想训练其他物体而非人，我该如何设置低分辨率的预训练模型呢，是否需要将mobilenetv2_human_seg.ckpt替换成一般性的预训练模型，能否提供个地址
2.如果换成一般性的预训练模型，对分割影响有多大，会不会分割不出来，还是说只要数据量大就可以自动实现好的分割
期待您的回复。
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Related Issues (20)
- MODNet离线demo——WebCam调用摄像头延迟 HOT 1
- Will you please release the DEMO trained model? HOT 1
- Anyone who would kindly share their training code? HOT 5
- Training Code HOT 8
- 如何设置只对人像进行识别抠图 HOT 2
- Initial performance very poor after training on P3M dataset.
- 你好，我是清华的一名学生，论文提到分割部分的backbone是mobileV2吗，这部分是否可以换成其他网络，有一些细节比较困惑，真心请教，感激不尽 HOT 1
- Whether it is possible to replace the backbone of the semantic segmentation part and change it to swintrainsformer
- inaccurate
- Fine-tuning MODNet on a custom dataset using SOC HOT 1
- How to get the label(groundtruth) of other image?
- 请问mobilenetv2_human_seg.ckpt和其他几个模型的区别在哪儿？
- I think the boundary mask is calculated wrong HOT 1
- modnet 下面模型怎么安装使用？ HOT 1
- Performance different on colab demo and website demo
- 关于e-ASPP HOT 4
- edit the LRBranch and HRBranch after changed backbone HOT 3
- Single image portrait cutout. Running on GPU is not as fast as CPU
- 7M的模型在哪里？ HOT 1
- 求教
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