96 Commits

Author SHA1 Message Date
50d36011a5 Add Transfer Learning section 2023-11-12 20:20:38 +01:00
832e21ee41 Add MobileNet section 2023-11-12 20:20:19 +01:00
1d168562aa Add own neural network graphic 2023-11-09 20:24:26 +01:00
ec87f53166 Add initial ResNet section to design 2023-11-09 20:24:11 +01:00
a51b549cf8 Add DenseNet section 2023-11-09 20:23:32 +01:00
2553b4ed31 Remove Inception v4 chapter 2023-11-09 20:23:09 +01:00
6dc53be531 Remove todos 2023-11-09 20:22:23 +01:00
a8f7b1b6e3 Replace neural network graphic with own 2023-11-09 20:21:42 +01:00
7f4f05a5d1 Add VGGNet 2023-11-08 10:50:20 +01:00
f1af0c6b3f Add GoogLeNet 2023-11-08 10:50:10 +01:00
0d05347496 Add ZFNet 2023-11-08 10:50:01 +01:00
f72e29d6ad Move AlexNet to classification section 2023-11-08 10:49:35 +01:00
89404df619 Move AlexNet to classification section 2023-11-08 10:48:39 +01:00
e30879f9e2 Finish object detection, add LeNet-5 2023-11-04 17:56:05 +01:00
121fc046ff Add backpropagation and two-stage DL methods 2023-10-27 19:01:43 +02:00
2ccc90a90b Add softmax and section about loss functions 2023-09-28 17:54:45 +02:00
419d8da5d6 Add section on activation functions 2023-09-27 19:28:03 +02:00
99489d8d20 Add sections for theoretical background 2023-09-23 21:00:21 +02:00
5917923de3 Add Viola-Jones, HOG and DPM 2023-09-21 11:35:55 +02:00
40422aee74 Add wandb and latex auto folder to gitignore 2023-09-20 08:37:23 +02:00
94a01f81e5 Finish Introduction 2023-09-20 08:36:11 +02:00
2e7c669e1a Restructure to contain more literature and design 2023-09-07 09:33:05 +02:00
05511425c1 Add updated and compiled PDF 2023-08-25 18:12:51 +02:00
7462fb9b5b Add preliminary structure for Prototype Implementation and Design 2023-08-25 18:11:05 +02:00
33c79a005e Rework structure and content of background chapter 2023-08-25 18:09:35 +02:00
ac287a2d9d Add structure of thesis to introduction 2023-08-25 18:08:24 +02:00
ff2fcb6218 Clarify target audience as hobbyist gardeners 2023-08-25 18:07:10 +02:00
265e11bcbd Capitalize mAP full form 2023-08-25 18:05:30 +02:00
e23d922c75 Change title to better reflect the ML-approach 2023-08-25 18:05:04 +02:00
579d8c95e6 Import references and re-export from Zotero 2023-08-25 18:00:03 +02:00
2b54784a77 Add introduction from proposal and content descriptions 2023-07-30 18:28:33 +02:00
32adb47b78 Add preliminary thesis structure 2023-07-30 17:17:31 +02:00
9f4143be50 Add relabeling via fiftyone -> labelstudio 2023-06-18 18:35:45 +02:00
b7057ff456 Add report for hyper-parameter optimization 2023-06-18 18:34:32 +02:00
db2b7d973c Add hyper-parameter optimization for classifier 2023-04-05 15:00:10 +02:00
1a9ec36f01 Add README 2023-03-10 10:50:12 +01:00
671bb8dd43 Add documentation for YOLO train phase 2023-03-09 10:38:18 +01:00
d7dd335971 Add documentation for classifier training 2023-03-09 10:22:25 +01:00
b3abe1977b Ignore glossary auxiliary files 2023-03-08 17:14:38 +01:00
088d6647c1 Switch to biber and add classifier eval 2023-03-08 17:05:27 +01:00
0e37585e57 Create canonical folder for classifier 2023-02-28 18:03:14 +01:00
9a0e20c6b2 Rename YOLO folder to detector 2023-02-28 18:01:55 +01:00
26353903af Move export function to helper module 2023-02-28 17:45:51 +01:00
2cfe51d478 Make separate notebooks for evaluation 2023-02-28 17:45:23 +01:00
5e78036b8b Retrain stress classification model on GPU 2023-02-28 17:18:28 +01:00
840ebf07de Add test phase description for object detection model 2023-02-28 17:16:34 +01:00
14353c79f3 Update plots and create mAP plot for YOLO 2023-02-28 17:15:15 +01:00
538c511d25 Pull out set_size for figures into own module 2023-02-28 17:13:54 +01:00
70df977434 Add reference to COCO evaluation metrics 2023-02-27 16:37:51 +01:00
c2cd7ee4d2 Include generated PDFs 2023-02-27 16:30:37 +01:00