Pyronear

Latest version: v0.1.0

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0.1.0

Datasets
Wildfire detection visual datasets
**New**
- Add `OpenFire` dataset for image classification (11)(15)(18)(21)(32)(39)

Models
Common model architectures with pretrained parameters for wildfire detection
**New**
- Add pretrained `ResNet` (37)(41)
- Add pretrained `DenseNet` (41)
- Add pretrained `MobileNetV2` (41)

Documentation
Documentation for users, contributors and developers of `pyronear`
- Add docs for `pyronear.datasets` (11)
- Add docs for `pyronear.models` (37)
- Add docs for `pyronear.nn` (41)
- Add docs for `pyronear.utils` (7)
- Add contribution guidelines (1)(8)(29)

Tests
Verifications of the package well-being before release
- Add test for `pyronear.datasets` (11)(16)(39)
- Add test for `pyronear.models` (37)(41)
- Add test for `pyronear.nn` (41)
- Add test for `pyronear.utils`(17)

Reference scripts
Reference training scripts used to obtain state dictionaries of pretrained models
- Add training script with `pytorch` and `torchvision` dependencies (23)(30)(32)(41)
- Add training script with `fastai` dependency (23)(30)(32)(41)

Links

Releases

Has known vulnerabilities

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