Are you sure you want to delete this task? Once this task is deleted, it cannot be recovered.
You can not select more than 25 topics
Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.
Eric_lai
0cdc3cbb43
|
1 year ago | |
|---|---|---|
| .. | ||
| .readme | 1 year ago | |
| examples/voc | 1 year ago | |
| tests/models_tests | 1 year ago | |
| README.md | 1 year ago | |
README.md
Training
See VOC example.
Accuracy
At 10fdec9.
| Model | Implementation | epoch | iteration | Mean IU | Pretrained Model |
|---|---|---|---|---|---|
| FCN32s | Original | - | - | 63.63 | Download |
| FCN32s | Ours | 11 | 96000 | 62.84 | |
| FCN16s | Original | - | - | 65.01 | Download |
| FCN16s | Ours | 11 | 96000 | 64.91 | |
| FCN8s | Original | - | - | 65.51 | Download |
| FCN8s | Ours | 7 | 60000 | 65.49 | |
| FCN8sAtOnce | Original | - | - | 65.40 | Download |
| FCN8sAtOnce | Ours | 11 | 96000 | 64.74 |
Visualization of validation result of FCN8s.
Cite This Project
If you use this project in your research or wish to refer to the baseline results published in the README, please use the following BibTeX entry.
@misc{pytorch-fcn2017,
author = {Ketaro Wada},
title = {{pytorch-fcn: PyTorch Implementation of Fully Convolutional Networks}},
howpublished = {\url{https://github.com/wkentaro/pytorch-fcn}},
year = {2017}
}
No Description
Jupyter Notebook Text Python C++ Shell other
