WorldCereal presto-worldcereal issues

WorldCereal / presto-worldcereal

2 stars 0 forks source link

issues

Newest

Newest Most commented Recently updated Oldest Least commented Least recently updated

Balancing class representation in the dataset for crop type classification

#81 gabrieltseng opened 4 days ago
0
Use torch==2.3.1

#80 kvantricht closed 4 days ago
0
Embeddings for new parquet/dataframe input

#79 cbutsko closed 2 days ago
0
Make `batch_size` configurable for inference

#78 kvantricht closed 2 weeks ago
0
Blackified

#77 GriffinBabe closed 3 weeks ago
0
72 lightweight dependencies

#76 kvantricht closed 3 weeks ago
0
Decadal ss training

#75 giollimirgia opened 3 weeks ago
0
Simplify requirements

#74 gabrieltseng closed 3 weeks ago
0
72-lightweight-dependencies

#73 kvantricht closed 3 weeks ago
0
Lightweight dependencies for presto-worldcereal in inference mode

#72 kvantricht closed 3 weeks ago
0
Croptype

#71 gabrieltseng opened 4 weeks ago
0
Added inference module for openeo

#70 kvantricht closed 3 weeks ago
0
Create experiment log for Presto runs

#69 cbutsko closed 4 weeks ago
0
Collect all the relevant Presto and CatBoost models for the future use

#68 cbutsko closed 4 days ago
2
Implement Presto finetuning for croptype task

#67 cbutsko opened 1 month ago
1
update Presto for Self-Supervised training on 10D WorldCereal data

#66 giollimirgia closed 4 days ago
1
fix: latlon handling in inference dataset

#65 kvantricht opened 1 month ago
3
Presto Self-Supervised training with WorldCereal 30D and 10D data

#64 giollimirgia closed 4 days ago
1
Compare 30D to 10D Presto on crop-type classification task

#63 giollimirgia closed 4 days ago
2
Stratified tests - 30D to 10D Presto performance comparison on crop type task

#62 giollimirgia closed 4 days ago
8
Temporal tests - 30D to 10D Presto performance comparison on crop type task

#61 giollimirgia closed 4 days ago
8
Perform error analysis to distinguish temporary crops model deficiency from label ambiguity

#60 kvantricht opened 1 month ago
0
Spatial tests - 30D to 10D Presto performance comparison on crop type task

#59 giollimirgia closed 4 days ago
14
Dekadal on cropland experiments

#58 gabrieltseng closed 1 month ago
0
Cropland experiments

#57 gabrieltseng closed 1 month ago
0
Setup a draft for Presto results

#56 cbutsko closed 2 months ago
0
Compare monthly to 10D Presto performance on crop/no-crop task

#52 kvantricht closed 1 month ago
2
Seasonality check for specific regions

#50 cbutsko closed 2 months ago
6
Multi class pretraining

#49 gabrieltseng closed 4 days ago
10
Perturb / remove latlons

#48 gabrieltseng opened 4 months ago
6
Valid date for crop types

#47 gabrieltseng opened 4 months ago
3
Improve class weight computation + CatBoost improvements

#46 gabrieltseng closed 4 months ago
2
Recompute embeddings for finetuned Presto on WorldCereal data

#45 kvantricht closed 5 months ago
3
Croptype eval task: Maize

#44 gabrieltseng closed 4 months ago
0
Filter by country, not by AEZ

#43 gabrieltseng closed 5 months ago
0
Leave out countries, not AEZs

#42 gabrieltseng closed 5 months ago
1
Plotting and other updates

#41 gabrieltseng closed 5 months ago
0
InferenceDataset for custom directory

#40 kvantricht closed 5 months ago
3
Presto fine tuning on 10days time series dataset

#39 giollimirgia closed 5 months ago
0
Update code to work with datasets shared in #34

#38 gabrieltseng closed 5 months ago
1
Generate Presto features for WorldCereal data using pretrained Presto

#37 kvantricht closed 5 months ago
1
Small improvements

#36 gabrieltseng closed 5 months ago
0
Dekadal training

#35 gabrieltseng closed 4 days ago
1
New WorldCereal benchmark datasets

#34 kvantricht closed 5 months ago
3
Clean up wandb

#33 gabrieltseng opened 5 months ago
0
Catboost on embeddings

#32 gabrieltseng closed 5 months ago
0
Generate Presto features for the spatial inference patches

#31 kvantricht closed 3 months ago
5
Speed up Presto based on new Pytorch tools

#30 kvantricht opened 5 months ago
4
Updates to plotting functionality

#29 kvantricht closed 5 months ago
2
Finetune Presto using SatCLIP embeddings as input

#28 kvantricht closed 4 days ago
0