Issues - masterthesis - 2martens Gitea

New Issue

Create skeleton python package

5 minutes

#1 by 2martens was closed 2019-02-05 14:11:17 +01:00 Set up package structure

Determine machine learning framework

#4 by 2martens was closed 2019-02-19 14:01:30 +01:00 Set up package structure

Create skeleton documentation

#5 by 2martens was closed 2019-02-19 14:04:12 +01:00 Set up package structure

Modify SSD Keras implementation to work inside masterthesis package

#8 by 2martens was closed 2019-03-19 17:54:37 +01:00 Finetuned SSD on SceneNet RGB-D

Implement variant of SSD with dropout layers (Bayesian SSD)

#12 by 2martens was closed 2019-03-20 13:20:00 +01:00 Finetuned SSD on SceneNet RGB-D

Download pre-trained weights of SSD for MS COCO

#7 by 2martens was closed 2019-03-20 13:20:18 +01:00 Finetuned SSD on SceneNet RGB-D

Implement integration of SSD into masterthesis package

2 hours 53 minutes

#9 by 2martens was closed 2019-04-01 12:49:24 +02:00 Finetuned SSD on SceneNet RGB-D

Group SceneNet classes to MS COCO classes

#10 by 2martens was closed 2019-04-01 12:55:29 +02:00 Finetuned SSD on SceneNet RGB-D

Apply insights of GAN stability to GPND implementation

#16 by 2martens was closed 2019-04-01 12:56:09 +02:00 Trained GPND on SceneNet RGB-D

Download SceneNet RGB-D to cvpc{7,8} computer

#23 by 2martens was closed 2019-04-03 15:40:14 +02:00 Environment set up

Epochs are not correctly handled in training/validation loops

#29 by 2martens was closed 2019-07-04 13:24:24 +02:00 Networks evaluated

Implement evaluation pipeline for vanilla SSD

#18 by 2martens was closed 2019-07-24 11:42:28 +02:00 Networks evaluated

Implement evaluation pipeline for Bayesian SSD

#19 by 2martens was closed 2019-07-24 11:42:28 +02:00 Networks evaluated

Implement evaluation pipeline for vanilla SSD with GPND for novelty score

#20 by 2martens was closed 2019-07-24 11:42:28 +02:00 Networks evaluated

Calculate evaluation metrics for vanilla SSD

#26 by 2martens was closed 2019-07-24 11:42:28 +02:00 Networks evaluated

Calculate evaluation metrics for Bayesian SSD

#27 by 2martens was closed 2019-07-24 11:42:28 +02:00 Networks evaluated

Calculate evaluation metrics for vanilla SSD with GPND

#28 by 2martens was closed 2019-07-24 11:42:28 +02:00 Networks evaluated

Run Bayesian SSD on test data

#22 by 2martens was closed 2019-10-01 18:16:05 +02:00 Networks evaluated

Run vanilla SSD on test data

#21 by 2martens was closed 2019-10-01 18:16:17 +02:00 Networks evaluated

Create visualizations of evaluation results

#24 by 2martens was closed 2019-10-01 18:16:17 +02:00 Visualizations created

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