| operation_mode: quantization | |
| model: | |
| model_path: ../../stm32ai-modelzoo/object_detection/yolov2t/ST_pretrainedmodel_public_dataset/coco_2017_person/yolov2t_224/yolov2t_224.keras | |
| model_type: yolov2t | |
| dataset: | |
| format: tfs | |
| dataset_name: coco | |
| class_names: [ person ] | |
| quantization_path: /local/data/od_validation_dataset_coco_person/ | |
| preprocessing: | |
| rescaling: { scale: 1/127.5, offset: -1 } | |
| resizing: | |
| aspect_ratio: fit | |
| interpolation: nearest | |
| color_mode: rgb | |
| postprocessing: | |
| confidence_thresh: 0.001 | |
| NMS_thresh: 0.5 | |
| IoU_eval_thresh: 0.5 | |
| plot_metrics: False # Plot precision versus recall curves. Default is False. | |
| max_detection_boxes: 100 | |
| quantization: | |
| quantizer: TFlite_converter | |
| quantization_type: PTQ | |
| quantization_input_type: uint8 | |
| quantization_output_type: float | |
| export_dir: quantized_models | |
| mlflow: | |
| uri: ./tf/src/experiments_outputs/mlruns | |
| hydra: | |
| run: | |
| dir: ./tf/src/experiments_outputs/${now:%Y_%m_%d_%H_%M_%S} |