Sequence labeling active learning framework for Python
Project description
SegAL
SegAL is a semantice segmentation active learning tool.
Installation
SegAL is available on PyPI:
pip install seqal
SegAL officially supports Python 3.8+.
Usage
python examples/run_al_cycle.py --dataset CamVid --data_path ./data/CamVid/ --model_name Unet --encoder resnet34 --encoder_weights imagenet --num_classes 12 --strategy LeastConfidence --seed_ratio 0.02 --query_ratio 0.02 --n_epoch 1
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