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Functions378 in github.com/Zplusdragon/LowLevelBanana

⨍ Functions 378◇ Types & classes 19
↓ 1 callersFunction_ssim_cly
(img1, img2)
eval/dehazing/basicsr/metrics/psnr_ssim.py:213
↓ 1 callersFunction_ssim_cly
(img1, img2)
eval/deshadowing/basicsr/metrics/psnr_ssim.py:213
↓ 1 callersFunction_uicm
(img)
eval/underwater_enhancement/uie_evl_withoutgt.py:43
↓ 1 callersFunction_uiconm
(img)
eval/underwater_enhancement/uie_evl_withoutgt.py:66
↓ 1 callersFunction_uism
(img)
eval/underwater_enhancement/uie_evl_withoutgt.py:95
↓ 1 callersMethodadd
(self, val, weight)
eval/hdr_imaging/hdr_evl.py:48
↓ 1 callersFunctionbatch_calculate_psnr_ssim
批量计算配对图片的PSNR/SSIM，同时保存低PSNR图片名（增强异常调试）
eval/low_light_enhance/eval.py:127
↓ 1 callersFunctionbatch_calculate_psnr_ssim
批量计算配对图片的PSNR/SSIM，同时保存低PSNR图片名（增强异常调试）
eval/denoising/eval.py:127
↓ 1 callersFunctionbgr2ycbcr
Convert a BGR image to YCbCr image. The bgr version of rgb2ycbcr. It implements the ITU-R BT.601 conversion for standard-definition telev
eval/dehazing/basicsr/utils/matlab_functions.py:207
↓ 1 callersFunctionbgr2ycbcr
Convert a BGR image to YCbCr image. The bgr version of rgb2ycbcr. It implements the ITU-R BT.601 conversion for standard-definition telev
eval/deshadowing/basicsr/utils/matlab_functions.py:207
↓ 1 callersFunctioncalculate_all_metrics
Aggregate all 4 metrics into a dictionary.
eval/reflection_removal/eval.py:104
↓ 1 callersFunctioncalculate_average_metrics
(infer_dir, gt_dir, crop_border=0, input_order='HWC')
eval/underwater_enhancement/uie_evl_withoutgt.py:164
↓ 1 callersFunctioncalculate_lpips_single
Calculate LPIPS score using the provided model (expects [-1, 1] range).
eval/reflection_removal/eval.py:64
↓ 1 callersFunctioncalculate_metrics
(dataset_name, output_dir)
eval/flare_removal/evaluate.py:52
↓ 1 callersFunctioncalculate_ms_ssim_single
Calculate MS-SSIM score using piq library (expects [0, 1] range).
eval/reflection_removal/eval.py:83
↓ 1 callersFunctioncalculate_nima
( img, # lq img2=None, # gt )
eval/dehazing/basicsr/metrics/nr_iqa.py:21
↓ 1 callersFunctioncalculate_niqe
Calculate NIQE (Natural Image Quality Evaluator) metric. Ref: Making a "Completely Blind" Image Quality Analyzer. This implementation could p
eval/dehazing/basicsr/metrics/niqe.py:158
↓ 1 callersFunctioncalculate_psnr
Calculate PSNR (Peak Signal-to-Noise Ratio). Ref: https://en.wikipedia.org/wiki/Peak_signal-to-noise_ratio Args: img1 (ndarray/tenso
eval/deshadowing/basicsr/metrics/psnr_ssim.py:38
↓ 1 callersFunctioncalculate_psnr_single
Calculate average PSNR across RGB channels.
eval/reflection_removal/eval.py:48
↓ 1 callersFunctioncalculate_psnr_ssim
计算单对图片的PSNR和SSIM（Pillow读取的numpy数组）
eval/low_light_enhance/eval.py:109
↓ 1 callersFunctioncalculate_psnr_ssim
计算单对图片的PSNR和SSIM（Pillow读取的numpy数组）
eval/denoising/eval.py:109
↓ 1 callersFunctioncalculate_ssim
Calculate SSIM (structural similarity). Ref: Image quality assessment: From error visibility to structural similarity The results are th
eval/deshadowing/basicsr/metrics/psnr_ssim.py:255
↓ 1 callersFunctioncalculate_ssim_single
Calculate average SSIM across RGB channels.
eval/reflection_removal/eval.py:56
↓ 1 callersFunctioncalculate_uciqe
(img, crop_border=0, input_order='HWC')
eval/underwater_enhancement/uie_evl_withoutgt.py:9
↓ 1 callersFunctioncalculate_uiqm
(img, crop_border=0, input_order='HWC', return_submetrics=False)
eval/underwater_enhancement/uie_evl_withoutgt.py:131
↓ 1 callersFunctioncompare_lpips
(img1, img2, loss_fn_alex, device)
eval/flare_removal/evaluate.py:41
↓ 1 callersFunctioncompute_feature
Compute features. Args: block (ndarray): 2D Image block. Returns: list: Features with length of 18.
eval/dehazing/basicsr/metrics/niqe.py:40
↓ 1 callersFunctioncompute_feature
Compute features. Args: block (ndarray): 2D Image block. Returns: list: Features with length of 18.
eval/deshadowing/basicsr/metrics/niqe.py:40
↓ 1 callersFunctioncompute_metrics_for_pairs
Compute SSIM and PSNR for matched image pairs from results and target folders.
eval/defocus_deblurring/metrics_batch.py:47
↓ 1 callersFunctioncompute_metrics_for_pairs
Compute SSIM and PSNR for paired images in DPDD-style folders.
eval/defocus_deblurring/metrics_dpdd.py:73
↓ 1 callersFunctioncompute_metrics_for_pairs
Compute SSIM and PSNR for matched image pairs from results and target folders.
eval/motion_deblurring/metrics_batch.py:47
↓ 1 callersFunctioncompute_metrics_for_pairs
Compute SSIM and PSNR for paired images in GoPro-style folders.
eval/motion_deblurring/metrics_gopro.py:76
↓ 1 callersFunctioncreate_window
(window_size, channel)
eval/defocus_deblurring/metrics_single.py:15
↓ 1 callersFunctioncreate_window
(window_size, channel)
eval/motion_deblurring/metrics_single.py:15
↓ 1 callersFunctiondequantize
Dequantize an array. Args: arr (ndarray): Input array. min_val (scalar): Minimum value to be clipped. max_val (scalar): M
eval/dehazing/basicsr/utils/flow_util.py:157
↓ 1 callersFunctiondequantize
Dequantize an array. Args: arr (ndarray): Input array. min_val (scalar): Minimum value to be clipped. max_val (scalar): M
eval/deshadowing/basicsr/utils/flow_util.py:157
↓ 1 callersFunctiondequantize_flow
Recover from quantized flow. Args: dx (ndarray): Quantized dx. dy (ndarray): Quantized dy. max_val (float): Maximum value
eval/dehazing/basicsr/utils/flow_util.py:106
↓ 1 callersFunctiondequantize_flow
Recover from quantized flow. Args: dx (ndarray): Quantized dx. dy (ndarray): Quantized dy. max_val (float): Maximum value
eval/deshadowing/basicsr/utils/flow_util.py:106
↓ 1 callersFunctiondict2str
dict to string for printing options. Args: opt (dict): Option dict. indent_level (int): Indent level. Default: 1. Return:
eval/dehazing/basicsr/utils/options.py:103
↓ 1 callersFunctiondict2str
dict to string for printing options. Args: opt (dict): Option dict. indent_level (int): Indent level. Default: 1. Return:
eval/deshadowing/basicsr/utils/options.py:103
↓ 1 callersFunctionevaluate_dataset
(config)
eval/infrared_visible_fusion/metric_ivif.py:112
↓ 1 callersFunctionevaluate_list
计算图片列表的指标平均值
eval/super_resolution/NIQE_MUSIQ_CLIPIQA_SR.py:86
↓ 1 callersFunctionevaluate_pairs
(pairs)
eval/super_resolution/PSNR_SSIM_LPIPS_SR.py:77
↓ 1 callersFunctionfind_matching_output
Match GT filename with output file based on core ID.
eval/reflection_removal/eval.py:114
↓ 1 callersFunctionfind_matching_pairs
Find matching image pairs between results and target folders.
eval/defocus_deblurring/metrics_batch.py:28
↓ 1 callersFunctionfind_matching_pairs
Find matching image pairs between results and target folders.
eval/motion_deblurring/metrics_batch.py:28
↓ 1 callersFunctionfind_matching_pairs_dpdd
Find matched pairs in DPDD-style results/target folders. Pairing rule: sort by numeric index and pair by position. Example: smallest index in resu
eval/defocus_deblurring/metrics_dpdd.py:29
↓ 1 callersFunctionfind_matching_pairs_gopro
Find matched image pairs in GoPro-style results/target folders. Structure: results/{scene_name}/blur/{filename}.png target/{scene_name}/
eval/motion_deblurring/metrics_gopro.py:14
↓ 1 callersFunctionfind_sr_images_by_hr_ref
根据 HR 文件夹里的文件名，去 SR 混合文件夹里找对应的图片。
eval/super_resolution/NIQE_MUSIQ_CLIPIQA_SR.py:34
↓ 1 callersFunctionfspecial_gaussian
(size, sigma, device)
eval/infrared_visible_fusion/metric_ivif.py:36
↓ 1 callersFunctiongaussian
(window_size, sigma)
eval/defocus_deblurring/metrics_single.py:10
↓ 1 callersFunctiongaussian
(window_size, sigma)
eval/motion_deblurring/metrics_single.py:10
↓ 1 callersFunctiongaussian_filter
(window_size, sigma, dev)
eval/multi_focus_fusion/metric_mfif.py:60
↓ 1 callersFunctiongaussian_kernel
(size=11, sigma=1.5)
eval/low_light_enhance/eval.py:65
↓ 1 callersFunctiongaussian_kernel
(size=11, sigma=1.5)
eval/denoising/eval.py:65
↓ 1 callersMethodget
(self, filepath, client_key='default')
eval/dehazing/basicsr/utils/file_client.py:177
↓ 1 callersMethodget
(self, filepath, client_key='default')
eval/deshadowing/basicsr/utils/file_client.py:177
↓ 1 callersFunctionget_confirm_token
(response)
eval/dehazing/basicsr/utils/download_util.py:41
↓ 1 callersFunctionget_confirm_token
(response)
eval/deshadowing/basicsr/utils/download_util.py:41
↓ 1 callersFunctionget_image_pairs
(infer_dir, gt_dir)
eval/hdr_imaging/hdr_evl.py:91
↓ 1 callersFunctionget_image_path_by_basename
(folder, basename)
eval/underwater_enhancement/uie_evl_withoutgt.py:155
↓ 1 callersFunctionget_root_logger
Get the root logger. The logger will be initialized if it has not been initialized. By default a StreamHandler will be added. If `log_file` i
eval/dehazing/basicsr/utils/logger.py:114
↓ 1 callersFunctionget_root_logger
Get the root logger. The logger will be initialized if it has not been initialized. By default a StreamHandler will be added. If `log_file` i
eval/deshadowing/basicsr/utils/logger.py:114
↓ 1 callersMethodinitialize
(self, val, weight)
eval/hdr_imaging/hdr_evl.py:35
↓ 1 callersFunctionload_image
(path: Path)
eval/dehazing/dehazing.py:19
↓ 1 callersFunctionmain
()
eval/reflection_removal/eval.py:126
↓ 1 callersFunctionmain
()
eval/underwater_enhancement/uie_evl_withoutgt.py:246
↓ 1 callersFunctionmain
()
eval/defocus_deblurring/metrics_batch.py:144
↓ 1 callersFunctionmain
()
eval/defocus_deblurring/metrics_dpdd.py:173
↓ 1 callersFunctionmain
()
eval/dehazing/dehazing.py:33
↓ 1 callersFunctionmain
()
eval/deshadowing/deshadow.py:31
↓ 1 callersFunctionmain
()
eval/motion_deblurring/metrics_batch.py:144
↓ 1 callersFunctionmain
()
eval/motion_deblurring/metrics_gopro.py:173
↓ 1 callersFunctionmain
()
eval/hdr_imaging/hdr_evl.py:171
↓ 1 callersFunctionmatch_images
匹配 HR 和 SR 图片路径
eval/super_resolution/PSNR_SSIM_LPIPS_SR.py:47
↓ 1 callersFunctionniqe
Calculate NIQE (Natural Image Quality Evaluator) metric. Ref: Making a "Completely Blind" Image Quality Analyzer. This implementation could p
eval/dehazing/basicsr/metrics/niqe.py:67
↓ 1 callersFunctionniqe
Calculate NIQE (Natural Image Quality Evaluator) metric. Ref: Making a "Completely Blind" Image Quality Analyzer. This implementation could p
eval/deshadowing/basicsr/metrics/niqe.py:67
↓ 1 callersFunctionprint_summary
Print summary statistics.
eval/defocus_deblurring/metrics_batch.py:120
↓ 1 callersFunctionprint_summary
Print summary statistics
eval/defocus_deblurring/metrics_dpdd.py:149
↓ 1 callersFunctionprint_summary
Print summary statistics.
eval/motion_deblurring/metrics_batch.py:120
↓ 1 callersFunctionprint_summary
Print summary statistics
eval/motion_deblurring/metrics_gopro.py:149
↓ 1 callersMethodput
(self, img_byte, key, img_shape)
eval/dehazing/basicsr/utils/lmdb_util.py:194
↓ 1 callersMethodput
(self, img_byte, key, img_shape)
eval/deshadowing/basicsr/utils/lmdb_util.py:194
↓ 1 callersFunctionquality_assess
(X, Y, data_range=255)
eval/hdr_imaging/hdr_evl.py:61
↓ 1 callersFunctionquantize
Quantize an array of (-inf, inf) to [0, levels-1]. Args: arr (ndarray): Input array. min_val (scalar): Minimum value to be clippe
eval/dehazing/basicsr/utils/flow_util.py:130
↓ 1 callersFunctionquantize
Quantize an array of (-inf, inf) to [0, levels-1]. Args: arr (ndarray): Input array. min_val (scalar): Minimum value to be clippe
eval/deshadowing/basicsr/utils/flow_util.py:130
↓ 1 callersFunctionquantize_flow
Quantize flow to [0, 255]. After this step, the size of flow will be much smaller, and can be dumped as jpeg images. Args: flow
eval/dehazing/basicsr/utils/flow_util.py:78
↓ 1 callersFunctionquantize_flow
Quantize flow to [0, 255]. After this step, the size of flow will be much smaller, and can be dumped as jpeg images. Args: flow
eval/deshadowing/basicsr/utils/flow_util.py:78
↓ 1 callersFunctionread_img_worker
Read image worker. Args: path (str): Image path. key (str): Image key. compress_level (int): Compress level when encoding
eval/dehazing/basicsr/utils/lmdb_util.py:139
↓ 1 callersFunctionread_img_worker
Read image worker. Args: path (str): Image path. key (str): Image key. compress_level (int): Compress level when encoding
eval/deshadowing/basicsr/utils/lmdb_util.py:139
↓ 1 callersMethodread_input_image
(self, img_path)
eval/dehazing/basicsr/utils/face_util.py:52
↓ 1 callersMethodread_input_image
(self, img_path)
eval/deshadowing/basicsr/utils/face_util.py:52
↓ 1 callersFunctionresize_image
Resize image to target shape (H, W, C) using Lanczos interpolation.
eval/reflection_removal/eval.py:31
↓ 1 callersFunctionsave_resized_image
Save the resized image to the specified directory.
eval/reflection_removal/eval.py:39
↓ 1 callersFunctionsave_response_content
(response, destination, file_size=None,
eval/dehazing/basicsr/utils/download_util.py:48
↓ 1 callersFunctionsave_response_content
(response, destination, file_size=None,
eval/deshadowing/basicsr/utils/download_util.py:48
↓ 1 callersFunctionsave_results_to_csv
Save results to a CSV file.
eval/defocus_deblurring/metrics_batch.py:109
↓ 1 callersFunctionsave_results_to_csv
Save results to CSV file
eval/defocus_deblurring/metrics_dpdd.py:135
↓ 1 callersFunctionsave_results_to_csv
Save results to a CSV file.
eval/motion_deblurring/metrics_batch.py:109
↓ 1 callersFunctionsave_results_to_csv
Save results to CSV file
eval/motion_deblurring/metrics_gopro.py:135
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