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AMI-system
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species_classifier
This repository contains the code to create on-device machine learning models for species classification.
MIT License
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Incorporate Crop details into modelling
#36
KatrionaGoldmann
opened
4 months ago
1
Benchmark the TFLite models
#35
KatrionaGoldmann
closed
4 months ago
1
Create a classifier for Singapore moths
#34
LevanBokeria
closed
8 months ago
1
10 compress models
#33
KatrionaGoldmann
closed
9 months ago
0
restructured the directory
#32
KatrionaGoldmann
closed
9 months ago
0
Object detection with SAM
#31
KatrionaGoldmann
closed
8 months ago
1
Tag GBIF images containing multiple insects
#30
LevanBokeria
opened
9 months ago
1
Create classifier for Costa Rica moths
#28
JennaLawson
closed
1 month ago
11
Some ideas from IAAD discussion
#26
ots22
opened
11 months ago
0
Test the species classification models on moth species which are not included in training data
#25
KatrionaGoldmann
opened
11 months ago
0
catch bugs with filenaming
#23
KatrionaGoldmann
closed
1 year ago
0
Fix file naming error
#22
KatrionaGoldmann
closed
1 year ago
0
Nonascii characters
#21
KatrionaGoldmann
closed
1 year ago
0
Set up TF Lite model with wandb
#20
KatrionaGoldmann
closed
8 months ago
0
03 replicate pytorch models
#19
KatrionaGoldmann
closed
11 months ago
0
Catch gbif download asci errors
#18
KatrionaGoldmann
closed
1 year ago
2
Run models on baskerville with GPU/CUDA
#17
KatrionaGoldmann
closed
1 year ago
1
Create evaluation visualisations for each model run
#16
KatrionaGoldmann
opened
1 year ago
0
Set up project on Baskerville
#15
KatrionaGoldmann
closed
1 year ago
1
Add object detection to model
#14
KatrionaGoldmann
closed
8 months ago
1
determine accuracy of compressed model
#13
KatrionaGoldmann
closed
10 months ago
1
compare accuracy of pytorch and tensorflow models
#12
KatrionaGoldmann
closed
10 months ago
1
Deploy compressed model on device
#11
KatrionaGoldmann
closed
8 months ago
0
Compress the trained species classifier model using tensorflow lite
#10
KatrionaGoldmann
closed
1 year ago
3
catch no rank errors
#9
KatrionaGoldmann
closed
1 year ago
0
Update data downloads functions for moths
#8
KatrionaGoldmann
closed
1 year ago
0
GBIF returning genus results for some rank='species'
#7
KatrionaGoldmann
opened
1 year ago
3
Train pytorch model for UK moths
#6
KatrionaGoldmann
closed
1 year ago
3
1 setup precommits
#5
LevanBokeria
closed
1 year ago
1
Provide list of UK moths for building regional classifier
#4
DavidRoy
closed
1 year ago
6
populate data_download folder
#2
KatrionaGoldmann
closed
1 year ago
2
Set up pre-commits for species repo
#1
LevanBokeria
closed
1 year ago
0