open-forest-observatory tree-detection-framework issues

open-forest-observatory / tree-detection-framework

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Add polygon NMS

#59 russelldj opened 2 days ago
0
Add additional logic for plotting one-channel data

#58 russelldj closed 2 days ago
0
Create a documentation site

#57 russelldj opened 4 days ago
0
Support prediction evaluation

#56 russelldj opened 4 days ago
0
Support a folder of images as input

#55 russelldj opened 4 days ago
0
Implement a variable window keypoint filter

#54 russelldj opened 4 days ago
1
Support one-channel data in the dataloader

#53 russelldj closed 2 days ago
0
Run inference on a batch of images in Detectree2

#52 amrithasp02 opened 1 week ago
0
Enable prediction using Detectree2 model

#51 amrithasp02 closed 1 week ago
2
Add option to visualize raster in detection visualization

#50 russelldj closed 2 weeks ago
1
Add score-based filtering and progress bar for predictions

#49 amrithasp02 closed 2 weeks ago
1
Switch convention of the image bounds to correct for pixel indexing convention

#48 russelldj closed 2 weeks ago
0
Determine whether to continue accepting an input image *folder* or switch to input *file*

#47 youngdjn opened 2 weeks ago
0
Add SAM2 detector

#46 russelldj opened 2 weeks ago
2
Support GPU computation

#45 russelldj closed 2 weeks ago
0
Add example notebook

#44 russelldj closed 2 weeks ago
1
Predictions output file format and naming

#43 youngdjn opened 2 weeks ago
2
Include progress bar or progress messages in Detector.predict

#42 youngdjn closed 2 weeks ago
1
Add Jupyter compatibility

#41 youngdjn closed 2 weeks ago
2
Add entrypoint script to use deepforest for prediction

#40 amrithasp02 closed 2 weeks ago
2
Support polygon non-max suppression

#39 russelldj opened 2 weeks ago
0
Add postprocessing step to filter prediction outputs based on confidence scores

#38 amrithasp02 closed 2 weeks ago
0
Add mask-to-shapely function and example

#37 russelldj closed 3 weeks ago
0
Implement random detector and add convenience methods to `Detector` class

#36 russelldj closed 3 weeks ago
0
Implement a LightningModule for Detectree2

#35 russelldj closed 1 week ago
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Implementing DeepForest with Pytorch Lightning

#34 amrithasp02 closed 3 weeks ago
0
Add random detector for testing purposes

#33 russelldj closed 3 weeks ago
1
Add `plot` method to both `RegionDetections` and `RegionDetectionSet`

#32 russelldj closed 3 weeks ago
0
Adding `bounding_box` and `batch_size` to the preprocessing steps

#31 amrithasp02 closed 1 month ago
0
Add a function to convert a binary mask to a `shapely.Polygon/MultiPolygon`

#30 russelldj closed 3 weeks ago
0
Return bounding box in `CustomVectorDataset`

#29 russelldj closed 1 month ago
0
Add `plot` methods to `RegionDetection{Set}`

#28 russelldj closed 3 weeks ago
0
Extend `RegionDetection/Set` and implement NMS

#27 russelldj closed 1 month ago
1
Allow the user to specify whether `CustomRasterDataset` returns float or uint8 data

#26 russelldj opened 1 month ago
1
Add `bounding_box` field to the `CustomVectorDataset`

#25 russelldj closed 1 month ago
1
Implement standardized `LightningModule`s for DeepForest

#24 russelldj closed 3 weeks ago
0
Add option to deterine chipping `size` and `stride` by specifying `size` and `buffer`

#23 youngdjn opened 1 month ago
1
Add `get_bounds()` method for RegionDetection and RegionDetectionSet

#22 russelldj closed 1 month ago
1
Consider supporting meaningful IDs for tiles and region detections

#21 russelldj opened 1 month ago
0
Add `batch_size` to create_dataloader

#20 russelldj closed 1 month ago
1
Ensure `isort` and `black` workflows aren't introducing incompatible changes

#19 russelldj closed 1 month ago
1
Implement `RegionDetections` class

#18 russelldj closed 1 month ago
2
Modify the plot function within CustomRasterDataset to support other datatypes (possibly rename the class)

#17 amrithasp02 closed 2 days ago
0
Refactored the chipping script from sandbox into the main module

#16 amrithasp02 closed 1 month ago
2
return the dataloader from chip_orthomosaics

#15 amrithasp02 closed 1 month ago
0
Add a notebook to demo the chipping logic with pretrained detectree2

#14 amrithasp02 closed 1 month ago
0
Create entrypoints for model training and model inference

#13 russelldj closed 2 weeks ago
0
Implement inference in `LightningDetector`

#12 russelldj closed 3 weeks ago
2
Implement training in LightningDetector

#11 russelldj closed 3 weeks ago
0
Support loading vector data as labels

#10 amrithasp02 closed 1 month ago
1