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amirhnazerii
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Transformer_OD_TPU
Exploration of TPU Architectures for Optimized Transformer Performance in Image Detection of Drainage Crossings
Apache License 2.0
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camera ready update
#30
DWGodwin
closed
3 weeks ago
0
Meta analysis
#29
DWGodwin
closed
2 months ago
0
Statistics for cropped subsets are invalid
#28
DWGodwin
closed
4 months ago
9
Arbitrary bounding boxes cause issues when resizing input images
#27
DWGodwin
closed
4 months ago
2
finetuning causes no detection
#26
amirhnazerii
opened
6 months ago
1
automate output visualization notebook
#25
DWGodwin
closed
6 months ago
0
restructure notebooks, better vis notebook
#24
DWGodwin
closed
6 months ago
0
improvements to visualizations
#23
DWGodwin
closed
6 months ago
0
Relevant Performance Statistics
#22
DWGodwin
closed
5 months ago
7
Normalization coefficients
#21
amirhnazerii
opened
6 months ago
2
Merge training graph script to main
#20
DWGodwin
closed
6 months ago
0
merge changes back to model training branch
#19
DWGodwin
closed
6 months ago
0
From-scratch training as a baseline
#18
DWGodwin
closed
5 months ago
1
improvements to dataset visualization scrips
#17
DWGodwin
closed
6 months ago
0
Location of Processed Dataset
#16
DWGodwin
closed
3 weeks ago
1
Dataloader shifts location of bounding box
#15
DWGodwin
closed
6 months ago
3
improvements to visualization notebook
#14
DWGodwin
closed
6 months ago
0
Initial Training in Progress - with preliminary output visualizations
#13
DWGodwin
closed
6 months ago
2
fixes to dataset generation and finishing visualization code
#12
DWGodwin
closed
6 months ago
0
Fixed to dataloader to make model training possible
#11
DWGodwin
closed
6 months ago
0
Transforms do not work with tensors
#10
DWGodwin
closed
5 months ago
2
Visualization of image and bbox together
#9
amirhnazerii
closed
6 months ago
16
Implement rasterio dataloader to fix lack of precision in images
#8
DWGodwin
closed
6 months ago
0
Coco Dataloader does not have adequate pixel precision
#7
DWGodwin
closed
6 months ago
1
load pretrained weights and fix numpy version
#6
DWGodwin
closed
6 months ago
0
improvements to dataset: normalization and relative elevation
#5
DWGodwin
closed
6 months ago
0
get normalization of dataset and revise json structure
#4
DWGodwin
closed
6 months ago
0
Integrate dataset with codebase
#3
DWGodwin
closed
6 months ago
0
finish code to create COCO dataset - merge to main
#2
DWGodwin
closed
6 months ago
0
Dataset preparation
#1
amirhnazerii
closed
6 months ago
0