├── .envrc ├── .gitignore ├── .python-version ├── ACTIVATION_FUNCTION_SWITCHING.md ├── ADVANCED_FEATURES_SUMMARY.md ├── CLAUDE.md ├── LICENSE ├── PROGRESSIVE_UNFREEZING.md ├── README.md ├── README_jp.md ├── RGB_B0_FROM_B3_TEMP_PROG_ARCHITECTURE.md ├── Refine_the_Binary_Mask.md ├── TEMPERATURE_KL_LOSS_ANALYSIS.md ├── TEMPERATURE_SOFT_HARD_TARGETS.md ├── TEMP_PROG_CONFIG.md ├── activate.sh ├── analyze_dataset_bboxes.py ├── analyze_dataset_quality_mismatch.py ├── analyze_double_normalization.py ├── analyze_feature_outputs.py ├── analyze_hierarchical_training.py ├── analyze_model_complexity.py ├── analyze_pixel_ratio.py ├── analyze_pretrained_unet.py ├── analyze_roi_sizes.py ├── analyze_teacher_low_quality.py ├── analyze_temperature_kl_effect.py ├── analyze_training.py ├── bbox_distribution.png ├── data ├── .gitkeep ├── annotations │ └── .gitkeep └── images │ └── .gitkeep ├── data_analyze_051520.json ├── data_analyze_061512.json ├── data_analyze_081012.json ├── data_analyze_100.json ├── data_analyze_121.json ├── data_analyze_131.json ├── data_analyze_151.json ├── data_analyze_all1.json ├── data_analyze_full.json ├── data_analyze_no_separation.json ├── export_bilateral_filter.py ├── export_edge_smoothing_onnx.py ├── export_hierarchical_instance_peopleseg_onnx.py ├── export_peopleseg_onnx.py ├── ext_extractor └── .gitkeep ├── feature_analysis_results.json ├── main.py ├── onnx_models └── README.md ├── pixel_ratio_analysis.json ├── print_coco_640x480_images.py ├── pyproject.toml ├── retrain_distillation.sh ├── roi_analysis_full ├── roi_analysis_results.json ├── roi_size_cdf.png └── roi_size_distribution.png ├── run_distillation_training.sh ├── run_experiments.py ├── selected_test_images_large_roi.json ├── src └── human_edge_detection │ ├── __init__.py │ ├── advanced │ ├── __init__.py │ ├── activation_utils.py │ ├── attention_modules.py │ ├── auxiliary_fg_bg_task.py │ ├── cascade_segmentation.py │ ├── class_specific_decoder.py │ ├── distance_aware_loss.py │ ├── dynamic_spatial_scale_mixin.py │ ├── enhanced_unet_groupnorm.py │ ├── hierarchical_segmentation.py │ ├── hierarchical_segmentation_refinement.py │ ├── hierarchical_segmentation_rgb.py │ ├── hierarchical_segmentation_unet.py │ ├── hierarchical_segmentation_unet_flexible.py │ ├── hierarchical_unet_visualizer.py │ ├── knowledge_distillation.py │ ├── multi_scale_extractor.py │ ├── multi_scale_head_only.py │ ├── multi_scale_head_wrapper.py │ ├── multi_scale_model.py │ ├── normalization_comparison.py │ ├── unet_decoder_distillation.py │ ├── unet_yolo_feature_distillation.py │ ├── variable_roi_head_only.py │ ├── variable_roi_model.py │ ├── variable_roi_onnx.py │ └── visualization_adapter.py │ ├── analyze_data.py │ ├── analyze_data_full.py │ ├── augmentations.py │ ├── bilateral_filter.py │ ├── dataset.py │ ├── dataset_adapter.py │ ├── dynamic_roi_align.py │ ├── edge_smoothing.py │ ├── experiments │ ├── __init__.py │ ├── config_manager.py │ └── progressive_training.py │ ├── export_onnx.py │ ├── export_onnx_advanced.py │ ├── export_onnx_advanced_auxiliary.py │ ├── feature_extractor.py │ ├── filtered_dataset.py │ ├── losses.py │ ├── model.py │ ├── staged_training.py │ ├── text_logger.py │ ├── train.py │ ├── train_tutorial.py │ ├── train_utils.py │ ├── visualize.py │ └── visualize_auxiliary.py ├── temperature_concept_explained.png ├── temperature_kl_effect.png ├── temperature_targets_explained.png ├── temperature_training_evolution.png ├── test_data ├── images_resized_160x120.tar.gz ├── images_resized_320x240.tar.gz └── images_resized_640x480.tar.gz ├── test_hierarchical_instance_peopleseg_onnx.py ├── train_advanced.py ├── train_distillation_staged.py ├── train_staged_distillation.sh ├── train_yolo_feature_distillation.py ├── training_analysis_report.md ├── uv.lock ├── validate.py ├── validate_advanced.py ├── validate_rgb_hierarchical_simple.py ├── validate_teacher_inference.py └── visualize_temperature_targets.py /.envrc: 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