From fc9a45ac615c3be25eca501ca6963a36c317447e Mon Sep 17 00:00:00 2001 From: Edmond Yoo <hj3yoo@uwaterloo.ca> Date: Fri, 07 Sep 2018 16:58:15 +0000 Subject: [PATCH] day1 update --- README.md | 13 ++++++++++++- 1 files changed, 12 insertions(+), 1 deletions(-) diff --git a/README.md b/README.md index d7344a5..ca7085e 100644 --- a/README.md +++ b/README.md @@ -26,4 +26,15 @@ <img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_5.jpg" width="360"> <img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_6.jpg" width="360"> <img src="https://github.com/hj3yoo/darknet/blob/master/figures/0_detection_result_7.jpg" width="360"> -The second and third problems should easily be solved by further augmenting the dataset with random lighting and image skew. I'll have to think more about the first problem, though. \ No newline at end of file +The second and third problems should easily be solved by further augmenting the dataset with random lighting and image skew. I'll have to think more about the first problem, though. + +## Day 1 +----------------------- + +Added several image augmentation techniques to apply to the training set: noise, dropout, light variation, and glaring: + +<img src="https://github.com/hj3yoo/darknet/blob/master/figures/1_augmented_set_example_1.jpg" width="360"> <img src="https://github.com/hj3yoo/darknet/blob/master/figures/1_augmented_set_example_2.jpg" width="360"> <img src="https://github.com/hj3yoo/darknet/blob/master/figures/1_augmented_set_example_3.jpg" width="360"> <img src="https://github.com/hj3yoo/darknet/blob/master/figures/1_augmented_set_example_4.jpg" width="360"> + +Currently trying to generate enough images to start model training. Hopefully this helps. + +Recompiled darknet with OpenCV and CUDNN installed, and recalculated anchors. \ No newline at end of file -- Gitblit v1.10.0