diff --git a/README.md b/README.md index f4e176d..4c35a6f 100644 --- a/README.md +++ b/README.md @@ -34,7 +34,7 @@ As evident from the above two tables, incorporating adversarial training definit However, I was not able to obtain any improvement in the performance by using semi-supervised training (update pending). ### Qualitative Results on PascalVOC -![orig0](/images/orig0.png) ![label0](/images/label0.png) ![pred0](/images/pred0.png) + ## Updates * ***8th Dec 2017***: Semi-supervised Learning with 1/2 of training data treated as unlabeled degrades the performance compare to baseline (68.05 mIoU) and baseline + adversarial training (70.31 mIoU). It might be related to one of the comments of the reviewer that initial predictions by the discriminator might be noisy which renders semi-supervised training unstable during early epochs. The authors have made a comment that semi-supervised training is only applied after 5k iterations. I'll include the results with this addition soon. diff --git a/images/adv202_pred0.png b/images/adv202_pred0.png deleted file mode 100644 index a6edfad..0000000 Binary files a/images/adv202_pred0.png and /dev/null differ diff --git a/images/adv202_pred30.png b/images/adv202_pred30.png deleted file mode 100644 index e8474da..0000000 Binary files a/images/adv202_pred30.png and /dev/null differ diff --git a/images/adv202_pred38.png b/images/adv202_pred38.png deleted file mode 100644 index 22d72bc..0000000 Binary files a/images/adv202_pred38.png and /dev/null differ diff --git a/images/adv202_pred402.png b/images/adv202_pred402.png deleted file mode 100644 index 8e89a9a..0000000 Binary files a/images/adv202_pred402.png and /dev/null differ diff --git a/images/adv202_pred92.png b/images/adv202_pred92.png deleted file mode 100644 index 8b97adf..0000000 Binary files a/images/adv202_pred92.png and /dev/null differ diff --git a/images/base_adv.png b/images/base_adv.png new file mode 100644 index 0000000..77631db Binary files /dev/null and b/images/base_adv.png differ diff --git a/images/label0.png b/images/label0.png deleted file mode 100644 index 283c2d6..0000000 Binary files a/images/label0.png and /dev/null differ diff --git a/images/label30.png b/images/label30.png deleted file mode 100644 index 5cf7c58..0000000 Binary files a/images/label30.png and /dev/null differ diff --git a/images/label38.png b/images/label38.png deleted file mode 100644 index f4ef821..0000000 Binary files a/images/label38.png and /dev/null differ diff --git a/images/label402.png b/images/label402.png deleted file mode 100644 index 56f2887..0000000 Binary files a/images/label402.png and /dev/null differ diff --git a/images/label92.png b/images/label92.png deleted file mode 100644 index ff2384b..0000000 Binary files a/images/label92.png and /dev/null differ diff --git a/images/orig0.png b/images/orig0.png deleted file mode 100644 index 3cc04d4..0000000 Binary files a/images/orig0.png and /dev/null differ diff --git a/images/orig30.png b/images/orig30.png deleted file mode 100644 index dd14a98..0000000 Binary files a/images/orig30.png and /dev/null differ diff --git a/images/orig38.png b/images/orig38.png deleted file mode 100644 index ecaa721..0000000 Binary files a/images/orig38.png and /dev/null differ diff --git a/images/orig402.png b/images/orig402.png deleted file mode 100644 index f2eb2fe..0000000 Binary files a/images/orig402.png and /dev/null differ diff --git a/images/orig92.png b/images/orig92.png deleted file mode 100644 index bf3b4a9..0000000 Binary files a/images/orig92.png and /dev/null differ diff --git a/images/pred0.png b/images/pred0.png deleted file mode 100644 index 8b3b6ad..0000000 Binary files a/images/pred0.png and /dev/null differ diff --git a/images/pred30.png b/images/pred30.png deleted file mode 100644 index 31ca84b..0000000 Binary files a/images/pred30.png and /dev/null differ diff --git a/images/pred38.png b/images/pred38.png deleted file mode 100644 index f93fd48..0000000 Binary files a/images/pred38.png and /dev/null differ diff --git a/images/pred402.png b/images/pred402.png deleted file mode 100644 index 4f30d74..0000000 Binary files a/images/pred402.png and /dev/null differ diff --git a/images/pred92.png b/images/pred92.png deleted file mode 100644 index 2634a4a..0000000 Binary files a/images/pred92.png and /dev/null differ