Task
Image Segmentation
S
matei-dorian/segformer-b5-finetuned-human-parsing
Image Segmentation·matei-dorian· 1.2K· 26
This model is a fine-tuned version of nvidia/mit-b5 on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.2292 - Mean Iou: 0.6258 - Mean Accuracy: 0.7547 - Overall Accuracy: 0.8256 - Accuracy Background: nan - Accuracy Hat: 0.8561 - Accuracy Hair: 0.8974 - Accuracy Sunglasses: 0.7540 - Accuracy Upper-clothes: 0.8553 - Accuracy Skirt: 0.7026 - Accuracy Pants: 0.891
# pull & run locally
pip install mlforge-sdk && mlforge pull matei-dorian/segformer-b5-finetuned-human-parsing
pip install mlforge-sdk && mlforge pull matei-dorian/segformer-b5-finetuned-human-parsing
Model details
Provider
matei-dorian
Framework
transformers
Parameters
84.6M
Size
648 MB
License
other
Downloads
1.2K
Likes
26
Updated
2023-05-29
About matei-dorian/segformer-b5-finetuned-human-parsing
This model is a fine-tuned version of nvidia/mit-b5 on the None dataset. It achieves the following results on the evaluation set: - Loss: 0.2292 - Mean Iou: 0.6258 - Mean Accuracy: 0.7547 - Overall Accuracy: 0.8256 - Accuracy Background: nan - Accuracy Hat: 0.8561 - Accuracy Hair: 0.8974 - Accuracy Sunglasses: 0.7540 - Accuracy Upper-clothes: 0.8553 - Accuracy Skirt: 0.7026 - Accuracy Pants: 0.8913 - Accuracy Dress: 0.7525 - Accuracy Belt: 0.4251 - Accuracy Left-shoe: 0.6014 - Accuracy Right-shoe: 0.6374 - Accuracy Face: 0.9094 - Accuracy Left-leg: 0.8452 - Accuracy Right-leg: 0.8343 - Accuracy Left-arm: 0.8506 - Accuracy Right-arm: 0.8287 - Accuracy Bag: 0.8232 - Accuracy Scarf: 0.3662 - Iou Background: 0.0 - Iou Hat: 0.7625 - Iou Hair: 0.8171 - Iou Sunglasses: 0.6400 - Iou Upper-clothes: 0.7700 - Iou Skirt: 0.6211 - Iou Pants: 0.7788 - Iou Dress: 0.5512 - Iou Belt: 0.3564 - Iou Left-shoe: 0.5032 - Iou Right-shoe: 0.5381 - Iou Face: 0.8294 - Iou Left-leg: 0.7412 - Iou Right-leg: 0.7591 - Iou Left-arm: 0.7579 - Iou Right-arm: 0.7705 - Iou Bag: 0.7729 - Iou Scarf: 0.2956