1path: "tensorflow.image" 2tf_module { 3 member { 4 name: "ResizeMethod" 5 mtype: "<type \'type\'>" 6 } 7 member_method { 8 name: "adjust_brightness" 9 argspec: "args=[\'image\', \'delta\'], varargs=None, keywords=None, defaults=None" 10 } 11 member_method { 12 name: "adjust_contrast" 13 argspec: "args=[\'images\', \'contrast_factor\'], varargs=None, keywords=None, defaults=None" 14 } 15 member_method { 16 name: "adjust_gamma" 17 argspec: "args=[\'image\', \'gamma\', \'gain\'], varargs=None, keywords=None, defaults=[\'1\', \'1\'], " 18 } 19 member_method { 20 name: "adjust_hue" 21 argspec: "args=[\'image\', \'delta\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 22 } 23 member_method { 24 name: "adjust_jpeg_quality" 25 argspec: "args=[\'image\', \'jpeg_quality\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 26 } 27 member_method { 28 name: "adjust_saturation" 29 argspec: "args=[\'image\', \'saturation_factor\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 30 } 31 member_method { 32 name: "central_crop" 33 argspec: "args=[\'image\', \'central_fraction\'], varargs=None, keywords=None, defaults=None" 34 } 35 member_method { 36 name: "combined_non_max_suppression" 37 argspec: "args=[\'boxes\', \'scores\', \'max_output_size_per_class\', \'max_total_size\', \'iou_threshold\', \'score_threshold\', \'pad_per_class\', \'clip_boxes\', \'name\'], varargs=None, keywords=None, defaults=[\'0.5\', \'-inf\', \'False\', \'True\', \'None\'], " 38 } 39 member_method { 40 name: "convert_image_dtype" 41 argspec: "args=[\'image\', \'dtype\', \'saturate\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], " 42 } 43 member_method { 44 name: "crop_and_resize" 45 argspec: "args=[\'image\', \'boxes\', \'box_ind\', \'crop_size\', \'method\', \'extrapolation_value\', \'name\', \'box_indices\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'bilinear\', \'0\', \'None\', \'None\'], " 46 } 47 member_method { 48 name: "crop_to_bounding_box" 49 argspec: "args=[\'image\', \'offset_height\', \'offset_width\', \'target_height\', \'target_width\'], varargs=None, keywords=None, defaults=None" 50 } 51 member_method { 52 name: "decode_and_crop_jpeg" 53 argspec: "args=[\'contents\', \'crop_window\', \'channels\', \'ratio\', \'fancy_upscaling\', \'try_recover_truncated\', \'acceptable_fraction\', \'dct_method\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'1\', \'True\', \'False\', \'1\', \'\', \'None\'], " 54 } 55 member_method { 56 name: "decode_bmp" 57 argspec: "args=[\'contents\', \'channels\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'None\'], " 58 } 59 member_method { 60 name: "decode_gif" 61 argspec: "args=[\'contents\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 62 } 63 member_method { 64 name: "decode_image" 65 argspec: "args=[\'contents\', \'channels\', \'dtype\', \'name\', \'expand_animations\'], varargs=None, keywords=None, defaults=[\'None\', \"<dtype: \'uint8\'>\", \'None\', \'True\'], " 66 } 67 member_method { 68 name: "decode_jpeg" 69 argspec: "args=[\'contents\', \'channels\', \'ratio\', \'fancy_upscaling\', \'try_recover_truncated\', \'acceptable_fraction\', \'dct_method\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'1\', \'True\', \'False\', \'1\', \'\', \'None\'], " 70 } 71 member_method { 72 name: "decode_png" 73 argspec: "args=[\'contents\', \'channels\', \'dtype\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \"<dtype: \'uint8\'>\", \'None\'], " 74 } 75 member_method { 76 name: "draw_bounding_boxes" 77 argspec: "args=[\'images\', \'boxes\', \'name\', \'colors\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], " 78 } 79 member_method { 80 name: "encode_jpeg" 81 argspec: "args=[\'image\', \'format\', \'quality\', \'progressive\', \'optimize_size\', \'chroma_downsampling\', \'density_unit\', \'x_density\', \'y_density\', \'xmp_metadata\', \'name\'], varargs=None, keywords=None, defaults=[\'\', \'95\', \'False\', \'False\', \'True\', \'in\', \'300\', \'300\', \'\', \'None\'], " 82 } 83 member_method { 84 name: "encode_png" 85 argspec: "args=[\'image\', \'compression\', \'name\'], varargs=None, keywords=None, defaults=[\'-1\', \'None\'], " 86 } 87 member_method { 88 name: "extract_glimpse" 89 argspec: "args=[\'input\', \'size\', \'offsets\', \'centered\', \'normalized\', \'uniform_noise\', \'name\'], varargs=None, keywords=None, defaults=[\'True\', \'True\', \'True\', \'None\'], " 90 } 91 member_method { 92 name: "extract_image_patches" 93 argspec: "args=[\'images\', \'ksizes\', \'strides\', \'rates\', \'padding\', \'name\', \'sizes\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'None\', \'None\', \'None\', \'None\'], " 94 } 95 member_method { 96 name: "extract_jpeg_shape" 97 argspec: "args=[\'contents\', \'output_type\', \'name\'], varargs=None, keywords=None, defaults=[\"<dtype: \'int32\'>\", \'None\'], " 98 } 99 member_method { 100 name: "extract_patches" 101 argspec: "args=[\'images\', \'sizes\', \'strides\', \'rates\', \'padding\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 102 } 103 member_method { 104 name: "flip_left_right" 105 argspec: "args=[\'image\'], varargs=None, keywords=None, defaults=None" 106 } 107 member_method { 108 name: "flip_up_down" 109 argspec: "args=[\'image\'], varargs=None, keywords=None, defaults=None" 110 } 111 member_method { 112 name: "generate_bounding_box_proposals" 113 argspec: "args=[\'scores\', \'bbox_deltas\', \'image_info\', \'anchors\', \'nms_threshold\', \'pre_nms_topn\', \'min_size\', \'post_nms_topn\', \'name\'], varargs=None, keywords=None, defaults=[\'0.7\', \'6000\', \'16\', \'300\', \'None\'], " 114 } 115 member_method { 116 name: "grayscale_to_rgb" 117 argspec: "args=[\'images\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 118 } 119 member_method { 120 name: "hsv_to_rgb" 121 argspec: "args=[\'images\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 122 } 123 member_method { 124 name: "image_gradients" 125 argspec: "args=[\'image\'], varargs=None, keywords=None, defaults=None" 126 } 127 member_method { 128 name: "is_jpeg" 129 argspec: "args=[\'contents\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 130 } 131 member_method { 132 name: "non_max_suppression" 133 argspec: "args=[\'boxes\', \'scores\', \'max_output_size\', \'iou_threshold\', \'score_threshold\', \'name\'], varargs=None, keywords=None, defaults=[\'0.5\', \'-inf\', \'None\'], " 134 } 135 member_method { 136 name: "non_max_suppression_overlaps" 137 argspec: "args=[\'overlaps\', \'scores\', \'max_output_size\', \'overlap_threshold\', \'score_threshold\', \'name\'], varargs=None, keywords=None, defaults=[\'0.5\', \'-inf\', \'None\'], " 138 } 139 member_method { 140 name: "non_max_suppression_padded" 141 argspec: "args=[\'boxes\', \'scores\', \'max_output_size\', \'iou_threshold\', \'score_threshold\', \'pad_to_max_output_size\', \'name\', \'sorted_input\', \'canonicalized_coordinates\', \'tile_size\'], varargs=None, keywords=None, defaults=[\'0.5\', \'-inf\', \'False\', \'None\', \'False\', \'False\', \'512\'], " 142 } 143 member_method { 144 name: "non_max_suppression_with_scores" 145 argspec: "args=[\'boxes\', \'scores\', \'max_output_size\', \'iou_threshold\', \'score_threshold\', \'soft_nms_sigma\', \'name\'], varargs=None, keywords=None, defaults=[\'0.5\', \'-inf\', \'0.0\', \'None\'], " 146 } 147 member_method { 148 name: "pad_to_bounding_box" 149 argspec: "args=[\'image\', \'offset_height\', \'offset_width\', \'target_height\', \'target_width\'], varargs=None, keywords=None, defaults=None" 150 } 151 member_method { 152 name: "per_image_standardization" 153 argspec: "args=[\'image\'], varargs=None, keywords=None, defaults=None" 154 } 155 member_method { 156 name: "psnr" 157 argspec: "args=[\'a\', \'b\', \'max_val\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 158 } 159 member_method { 160 name: "random_brightness" 161 argspec: "args=[\'image\', \'max_delta\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 162 } 163 member_method { 164 name: "random_contrast" 165 argspec: "args=[\'image\', \'lower\', \'upper\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 166 } 167 member_method { 168 name: "random_crop" 169 argspec: "args=[\'value\', \'size\', \'seed\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\'], " 170 } 171 member_method { 172 name: "random_flip_left_right" 173 argspec: "args=[\'image\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 174 } 175 member_method { 176 name: "random_flip_up_down" 177 argspec: "args=[\'image\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 178 } 179 member_method { 180 name: "random_hue" 181 argspec: "args=[\'image\', \'max_delta\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 182 } 183 member_method { 184 name: "random_jpeg_quality" 185 argspec: "args=[\'image\', \'min_jpeg_quality\', \'max_jpeg_quality\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 186 } 187 member_method { 188 name: "random_saturation" 189 argspec: "args=[\'image\', \'lower\', \'upper\', \'seed\'], varargs=None, keywords=None, defaults=[\'None\'], " 190 } 191 member_method { 192 name: "resize" 193 argspec: "args=[\'images\', \'size\', \'method\', \'align_corners\', \'preserve_aspect_ratio\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'False\', \'False\', \'None\'], " 194 } 195 member_method { 196 name: "resize_area" 197 argspec: "args=[\'images\', \'size\', \'align_corners\', \'name\'], varargs=None, keywords=None, defaults=[\'False\', \'None\'], " 198 } 199 member_method { 200 name: "resize_bicubic" 201 argspec: "args=[\'images\', \'size\', \'align_corners\', \'name\', \'half_pixel_centers\'], varargs=None, keywords=None, defaults=[\'False\', \'None\', \'False\'], " 202 } 203 member_method { 204 name: "resize_bilinear" 205 argspec: "args=[\'images\', \'size\', \'align_corners\', \'name\', \'half_pixel_centers\'], varargs=None, keywords=None, defaults=[\'False\', \'None\', \'False\'], " 206 } 207 member_method { 208 name: "resize_image_with_crop_or_pad" 209 argspec: "args=[\'image\', \'target_height\', \'target_width\'], varargs=None, keywords=None, defaults=None" 210 } 211 member_method { 212 name: "resize_image_with_pad" 213 argspec: "args=[\'image\', \'target_height\', \'target_width\', \'method\', \'align_corners\'], varargs=None, keywords=None, defaults=[\'0\', \'False\'], " 214 } 215 member_method { 216 name: "resize_images" 217 argspec: "args=[\'images\', \'size\', \'method\', \'align_corners\', \'preserve_aspect_ratio\', \'name\'], varargs=None, keywords=None, defaults=[\'0\', \'False\', \'False\', \'None\'], " 218 } 219 member_method { 220 name: "resize_nearest_neighbor" 221 argspec: "args=[\'images\', \'size\', \'align_corners\', \'name\', \'half_pixel_centers\'], varargs=None, keywords=None, defaults=[\'False\', \'None\', \'False\'], " 222 } 223 member_method { 224 name: "resize_with_crop_or_pad" 225 argspec: "args=[\'image\', \'target_height\', \'target_width\'], varargs=None, keywords=None, defaults=None" 226 } 227 member_method { 228 name: "rgb_to_grayscale" 229 argspec: "args=[\'images\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 230 } 231 member_method { 232 name: "rgb_to_hsv" 233 argspec: "args=[\'images\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 234 } 235 member_method { 236 name: "rgb_to_yiq" 237 argspec: "args=[\'images\'], varargs=None, keywords=None, defaults=None" 238 } 239 member_method { 240 name: "rgb_to_yuv" 241 argspec: "args=[\'images\'], varargs=None, keywords=None, defaults=None" 242 } 243 member_method { 244 name: "rot90" 245 argspec: "args=[\'image\', \'k\', \'name\'], varargs=None, keywords=None, defaults=[\'1\', \'None\'], " 246 } 247 member_method { 248 name: "sample_distorted_bounding_box" 249 argspec: "args=[\'image_size\', \'bounding_boxes\', \'seed\', \'seed2\', \'min_object_covered\', \'aspect_ratio_range\', \'area_range\', \'max_attempts\', \'use_image_if_no_bounding_boxes\', \'name\'], varargs=None, keywords=None, defaults=[\'None\', \'None\', \'0.1\', \'None\', \'None\', \'None\', \'None\', \'None\'], " 250 } 251 member_method { 252 name: "sobel_edges" 253 argspec: "args=[\'image\'], varargs=None, keywords=None, defaults=None" 254 } 255 member_method { 256 name: "ssim" 257 argspec: "args=[\'img1\', \'img2\', \'max_val\', \'filter_size\', \'filter_sigma\', \'k1\', \'k2\', \'return_index_map\'], varargs=None, keywords=None, defaults=[\'11\', \'1.5\', \'0.01\', \'0.03\', \'False\'], " 258 } 259 member_method { 260 name: "ssim_multiscale" 261 argspec: "args=[\'img1\', \'img2\', \'max_val\', \'power_factors\', \'filter_size\', \'filter_sigma\', \'k1\', \'k2\'], varargs=None, keywords=None, defaults=[\'(0.0448, 0.2856, 0.3001, 0.2363, 0.1333)\', \'11\', \'1.5\', \'0.01\', \'0.03\'], " 262 } 263 member_method { 264 name: "total_variation" 265 argspec: "args=[\'images\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 266 } 267 member_method { 268 name: "transpose" 269 argspec: "args=[\'image\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 270 } 271 member_method { 272 name: "transpose_image" 273 argspec: "args=[\'image\', \'name\'], varargs=None, keywords=None, defaults=[\'None\'], " 274 } 275 member_method { 276 name: "yiq_to_rgb" 277 argspec: "args=[\'images\'], varargs=None, keywords=None, defaults=None" 278 } 279 member_method { 280 name: "yuv_to_rgb" 281 argspec: "args=[\'images\'], varargs=None, keywords=None, defaults=None" 282 } 283} 284