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segformer_b0_flair_one
alanoix/segformer_b0_flair_one
segformer_b0_flair_one is a image segmentation model from alanoix. Use it for the image segmentation task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as apache-2.0.
- https://huggingface.co/nvidia/mit-b0 - SegFormer (b0-sized) encoder pre-trained-only - SegFormer encoder fine-tuned on Imagenet-1k. It was introduced in the paper SegFormer: Simple and Efficient Design for Semantic…
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At a glance
- Task
- Image Segmentation
- Library
- transformers
- License
- apache-2.0
- Model type
- segformer
- Access
- Public
- Created
- Mar 26, 2023
- Updated
- Mar 27, 2023
- SHA
- ce3f996f
Model card
From the Hugging Face model README
pretrained model
- https://huggingface.co/nvidia/mit-b0
- SegFormer (b0-sized) encoder pre-trained-only
- SegFormer encoder fine-tuned on Imagenet-1k. It was introduced in the paper SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers by Xie et al. and first released in this repository.
training-set
- you can find the training-set here : https://codalab.lisn.upsaclay.fr/competitions/8769
training-arguments
- channels : rgb
- batch : 8
- epochs : 8
- learning-rate : 5e-6
- GPU : T4
results on test-set
- Mean IoU : 59.9
- more information here : https://codalab.lisn.upsaclay.fr/competitions/8769
- Task
- Image Segmentation
- Library
- transformers
- Type
- segformer
- License
- apache-2.0
- Created
- Mar 26, 2023
- Updated
- Mar 27, 2023