#环境配置（每次启动都运行一遍）
conda deactivate
conda activate pdr
source ~/.profile
nvcc -V
cd /home/wuzekai/PaddleOCR-2.9
export WANDB_MODE=offline

#模型训练指令
python tools/train.py -c configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml
python tools/train.py -c configs/det/ch_PP-OCRv4/ch_PP-OCRv4_det_teacher.yml
python tools/train.py -c configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml
python tools/train.py -c configs/rec/PP-OCRv4/ch_PP-OCRv4_rec_hgnet.yml

#训练模型导出为推理模型指令
python tools/export_model.py -c "./configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml" -o Global.pretrained_model="./output/ch_db_res18/best_accuracy.pdparams" Global.save_inference_dir="./inference_model/det_v2/"
python tools/export_model.py -c "./configs/det/ch_PP-OCRv4/ch_PP-OCRv4_det_teacher.yml" -o Global.pretrained_model="./output/ch_PP-OCRv4/best_accuracy.pdparams" Global.save_inference_dir="./inference_model/det_v4/"
python tools/export_model.py -c "./configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml" -o Global.pretrained_model="./output/rec_chinese_common_v2.0/best_accuracy.pdparams" Global.save_inference_dir="./inference_model/rec_v2/"
python tools/export_model.py -c "./configs/rec/PP-OCRv4/ch_PP-OCRv4_rec_hgnet.yml" -o Global.pretrained_model="./output/rec_ppocr_v4_hgnet/best_accuracy.pdparams" Global.save_inference_dir="./inference_model/rec_v4/"

#训练模型进行测试集评估指标指令
python tools/eval.py -c configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml -o Global.pretrained_model=output/ch_db_res18/best_accuracy.pdparams -o Eval.dataset.label_file_list=["./train_data/det/test.txt"]
python tools/eval.py -c configs/det/ch_PP-OCRv4/ch_PP-OCRv4_det_teacher.yml -o Global.pretrained_model=output/ch_PP-OCRv4/best_accuracy.pdparams -o Eval.dataset.label_file_list=["./train_data/det/test.txt"]
python tools/eval.py -c configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml -o Global.pretrained_model=output/rec_chinese_common_v2.0/best_accuracy.pdparams -o Eval.dataset.label_file_list=["./train_data/rec/test.txt"]
python tools/eval.py -c configs/rec/PP-OCRv4/ch_PP-OCRv4_rec_hgnet.yml -o Global.pretrained_model=output/rec_ppocr_v4_hgnet/best_accuracy.pdparams -o Eval.dataset.label_file_list=["./train_data/rec/test.txt"]

#训练模型进行测试集评估结果指令
python tools/infer_det.py -c configs/det/ch_ppocr_v2.0/ch_det_res18_db_v2.0.yml -o Global.pretrained_model=output/ch_db_res18/best_accuracy.pdparams Global.infer_img_folder="/home/wuzekai/PaddleOCR-2.9/train_data/det/test"
python tools/infer_det.py -c configs/det/ch_PP-OCRv4/ch_PP-OCRv4_det_teacher.yml -o Global.pretrained_model=output/ch_PP-OCRv4/best_accuracy.pdparams Global.infer_img_folder="/home/wuzekai/PaddleOCR-2.9/train_data/det/test"
python tools/infer_rec.py -c configs/rec/ch_ppocr_v2.0/rec_chinese_common_train_v2.0.yml -o Global.pretrained_model=output/rec_chinese_common_v2.0/best_accuracy.pdparams Global.infer_list="/home/wuzekai/PaddleOCR-2.9/train_data/rec/test.txt"
python tools/infer_rec.py -c configs/rec/PP-OCRv4/ch_PP-OCRv4_rec_hgnet.yml -o Global.pretrained_model=output/rec_ppocr_v4_hgnet/best_accuracy.pdparams Global.infer_list="/home/wuzekai/PaddleOCR-2.9/train_data/rec/test.txt"