official_models.py 34 KB

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  1. # copyright (c) 2024 PaddlePaddle Authors. All Rights Reserve.
  2. #
  3. # Licensed under the Apache License, Version 2.0 (the "License");
  4. # you may not use this file except in compliance with the License.
  5. # You may obtain a copy of the License at
  6. #
  7. # http://www.apache.org/licenses/LICENSE-2.0
  8. #
  9. # Unless required by applicable law or agreed to in writing, software
  10. # distributed under the License is distributed on an "AS IS" BASIS,
  11. # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  12. # See the License for the specific language governing permissions and
  13. # limitations under the License.
  14. from pathlib import Path
  15. from ...utils import logging
  16. from ...utils.cache import CACHE_DIR
  17. from ...utils.download import download_and_extract
  18. OFFICIAL_MODELS = {
  19. "ResNet18": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet18_infer.tar",
  20. "ResNet18_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet18_vd_infer.tar",
  21. "ResNet34": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet34_infer.tar",
  22. "ResNet34_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet34_vd_infer.tar",
  23. "ResNet50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet50_infer.tar",
  24. "ResNet50_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet50_vd_infer.tar",
  25. "ResNet101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet101_infer.tar",
  26. "ResNet101_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet101_vd_infer.tar",
  27. "ResNet152": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet152_infer.tar",
  28. "ResNet152_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet152_vd_infer.tar",
  29. "ResNet200_vd": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet200_vd_infer.tar",
  30. "PP-LCNet_x0_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x0_25_infer.tar",
  31. "PP-LCNet_x0_25_textline_ori": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x0_25_textline_ori_infer.tar",
  32. "PP-LCNet_x0_35": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x0_35_infer.tar",
  33. "PP-LCNet_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x0_5_infer.tar",
  34. "PP-LCNet_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x0_75_infer.tar",
  35. "PP-LCNet_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x1_0_infer.tar",
  36. "PP-LCNet_x1_0_doc_ori": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x1_0_doc_ori_infer.tar",
  37. "PP-LCNet_x1_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x1_5_infer.tar",
  38. "PP-LCNet_x2_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x2_5_infer.tar",
  39. "PP-LCNet_x2_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x2_0_infer.tar",
  40. "PP-LCNetV2_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNetV2_small_infer.tar",
  41. "PP-LCNetV2_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNetV2_base_infer.tar",
  42. "PP-LCNetV2_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNetV2_large_infer.tar",
  43. "MobileNetV3_large_x0_35": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  44. MobileNetV3_large_x0_35_infer.tar",
  45. "MobileNetV3_large_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  46. MobileNetV3_large_x0_5_infer.tar",
  47. "MobileNetV3_large_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  48. MobileNetV3_large_x0_75_infer.tar",
  49. "MobileNetV3_large_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  50. MobileNetV3_large_x1_0_infer.tar",
  51. "MobileNetV3_large_x1_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  52. MobileNetV3_large_x1_25_infer.tar",
  53. "MobileNetV3_small_x0_35": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  54. MobileNetV3_small_x0_35_infer.tar",
  55. "MobileNetV3_small_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  56. MobileNetV3_small_x0_5_infer.tar",
  57. "MobileNetV3_small_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  58. MobileNetV3_small_x0_75_infer.tar",
  59. "MobileNetV3_small_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  60. MobileNetV3_small_x1_0_infer.tar",
  61. "MobileNetV3_small_x1_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  62. MobileNetV3_small_x1_25_infer.tar",
  63. "ConvNeXt_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ConvNeXt_tiny_infer.tar",
  64. "ConvNeXt_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ConvNeXt_small_infer.tar",
  65. "ConvNeXt_base_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ConvNeXt_base_224_infer.tar",
  66. "ConvNeXt_base_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ConvNeXt_base_384_infer.tar",
  67. "ConvNeXt_large_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ConvNeXt_large_224_infer.tar",
  68. "ConvNeXt_large_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ConvNeXt_large_384_infer.tar",
  69. "MobileNetV2_x0_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  70. MobileNetV2_x0_25_infer.tar",
  71. "MobileNetV2_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV2_x0_5_infer.tar",
  72. "MobileNetV2_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV2_x1_0_infer.tar",
  73. "MobileNetV2_x1_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV2_x1_5_infer.tar",
  74. "MobileNetV2_x2_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV2_x2_0_infer.tar",
  75. "MobileNetV1_x0_25": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  76. MobileNetV1_x0_25_infer.tar",
  77. "MobileNetV1_x0_5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  78. MobileNetV1_x0_5_infer.tar",
  79. "MobileNetV1_x0_75": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  80. MobileNetV1_x0_75_infer.tar",
  81. "MobileNetV1_x1_0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  82. MobileNetV1_x1_0_infer.tar",
  83. "SwinTransformer_tiny_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  84. SwinTransformer_tiny_patch4_window7_224_infer.tar",
  85. "SwinTransformer_small_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  86. SwinTransformer_small_patch4_window7_224_infer.tar",
  87. "SwinTransformer_base_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  88. SwinTransformer_base_patch4_window7_224_infer.tar",
  89. "SwinTransformer_base_patch4_window12_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  90. SwinTransformer_base_patch4_window12_384_infer.tar",
  91. "SwinTransformer_large_patch4_window7_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  92. SwinTransformer_large_patch4_window7_224_infer.tar",
  93. "SwinTransformer_large_patch4_window12_384": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  94. SwinTransformer_large_patch4_window12_384_infer.tar",
  95. "PP-HGNet_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNet_tiny_infer.tar",
  96. "PP-HGNet_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNet_small_infer.tar",
  97. "PP-HGNet_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNet_base_infer.tar",
  98. "PP-HGNetV2-B0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B0_infer.tar",
  99. "PP-HGNetV2-B1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B1_infer.tar",
  100. "PP-HGNetV2-B2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B2_infer.tar",
  101. "PP-HGNetV2-B3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B3_infer.tar",
  102. "PP-HGNetV2-B4": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B4_infer.tar",
  103. "PP-HGNetV2-B5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B5_infer.tar",
  104. "PP-HGNetV2-B6": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B6_infer.tar",
  105. "FasterNet-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterNet-L_infer.tar",
  106. "FasterNet-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterNet-M_infer.tar",
  107. "FasterNet-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterNet-S_infer.tar",
  108. "FasterNet-T0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterNet-T0_infer.tar",
  109. "FasterNet-T1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterNet-T1_infer.tar",
  110. "FasterNet-T2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterNet-T2_infer.tar",
  111. "StarNet-S1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/StarNet-S1_infer.tar",
  112. "StarNet-S2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/StarNet-S2_infer.tar",
  113. "StarNet-S3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/StarNet-S3_infer.tar",
  114. "StarNet-S4": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/StarNet-S4_infer.tar",
  115. "MobileNetV4_conv_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV4_conv_small_infer.tar",
  116. "MobileNetV4_conv_medium": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV4_conv_medium_infer.tar",
  117. "MobileNetV4_conv_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV4_conv_large_infer.tar",
  118. "MobileNetV4_hybrid_medium": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV4_hybrid_medium_infer.tar",
  119. "MobileNetV4_hybrid_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileNetV4_hybrid_large_infer.tar",
  120. "CLIP_vit_base_patch16_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  121. CLIP_vit_base_patch16_224_infer.tar",
  122. "CLIP_vit_large_patch14_224": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  123. CLIP_vit_large_patch14_224_infer.tar",
  124. "PP-LCNet_x1_0_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LCNet_x1_0_ML_infer.tar",
  125. "PP-HGNetV2-B0_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B0_ML_infer.tar",
  126. "PP-HGNetV2-B4_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B4_ML_infer.tar",
  127. "PP-HGNetV2-B6_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-HGNetV2-B6_ML_infer.tar",
  128. "ResNet50_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet50_ML_infer.tar",
  129. "CLIP_vit_base_patch16_448_ML": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/CLIP_vit_base_patch16_448_ML_infer.tar",
  130. "PP-YOLOE_plus-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus-X_infer.tar",
  131. "PP-YOLOE_plus-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus-L_infer.tar",
  132. "PP-YOLOE_plus-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus-M_infer.tar",
  133. "PP-YOLOE_plus-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus-S_infer.tar",
  134. "RT-DETR-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-L_infer.tar",
  135. "RT-DETR-H": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-H_infer.tar",
  136. "RT-DETR-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-X_infer.tar",
  137. "YOLOv3-DarkNet53": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOv3-DarkNet53_infer.tar",
  138. "YOLOv3-MobileNetV3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOv3-MobileNetV3_infer.tar",
  139. "YOLOv3-ResNet50_vd_DCN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOv3-ResNet50_vd_DCN_infer.tar",
  140. "YOLOX-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOX-L_infer.tar",
  141. "YOLOX-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOX-M_infer.tar",
  142. "YOLOX-N": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOX-N_infer.tar",
  143. "YOLOX-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOX-S_infer.tar",
  144. "YOLOX-T": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOX-T_infer.tar",
  145. "YOLOX-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/YOLOX-X_infer.tar",
  146. "RT-DETR-R18": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-R18_infer.tar",
  147. "RT-DETR-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-R50_infer.tar",
  148. "PicoDet-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-S_infer.tar",
  149. "PicoDet-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-L_infer.tar",
  150. "Deeplabv3-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Deeplabv3-R50_infer.tar",
  151. "Deeplabv3-R101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Deeplabv3-R101_infer.tar",
  152. "Deeplabv3_Plus-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  153. Deeplabv3_Plus-R50_infer.tar",
  154. "Deeplabv3_Plus-R101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  155. Deeplabv3_Plus-R101_infer.tar",
  156. "PP-ShiTuV2_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-ShiTuV2_rec_infer.tar",
  157. "PP-ShiTuV2_rec_CLIP_vit_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  158. PP-ShiTuV2_rec_CLIP_vit_base_infer.tar",
  159. "PP-ShiTuV2_rec_CLIP_vit_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  160. PP-ShiTuV2_rec_CLIP_vit_large_infer.tar",
  161. "PP-LiteSeg-T": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LiteSeg-T_infer.tar",
  162. "PP-LiteSeg-B": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-LiteSeg-B_infer.tar",
  163. "OCRNet_HRNet-W48": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/OCRNet_HRNet-W48_infer.tar",
  164. "OCRNet_HRNet-W18": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/OCRNet_HRNet-W18_infer.tar",
  165. "SegFormer-B0": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SegFormer-B0_infer.tar",
  166. "SegFormer-B1": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SegFormer-B1_infer.tar",
  167. "SegFormer-B2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SegFormer-B2_infer.tar",
  168. "SegFormer-B3": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SegFormer-B3_infer.tar",
  169. "SegFormer-B4": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SegFormer-B4_infer.tar",
  170. "SegFormer-B5": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SegFormer-B5_infer.tar",
  171. "SeaFormer_tiny": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SeaFormer_tiny_infer.tar",
  172. "SeaFormer_small": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SeaFormer_small_infer.tar",
  173. "SeaFormer_base": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SeaFormer_base_infer.tar",
  174. "SeaFormer_large": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SeaFormer_large_infer.tar",
  175. "Mask-RT-DETR-H": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Mask-RT-DETR-H_infer.tar",
  176. "Mask-RT-DETR-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Mask-RT-DETR-L_infer.tar",
  177. "PP-OCRv4_server_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  178. PP-OCRv4_server_rec_infer.tar",
  179. "Mask-RT-DETR-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Mask-RT-DETR-S_infer.tar",
  180. "Mask-RT-DETR-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Mask-RT-DETR-M_infer.tar",
  181. "Mask-RT-DETR-X": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Mask-RT-DETR-X_infer.tar",
  182. "SOLOv2": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SOLOv2_infer.tar",
  183. "MaskRCNN-ResNet50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MaskRCNN-ResNet50_infer.tar",
  184. "MaskRCNN-ResNet50-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MaskRCNN-ResNet50-FPN_infer.tar",
  185. "MaskRCNN-ResNet50-vd-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MaskRCNN-ResNet50-vd-FPN_infer.tar",
  186. "MaskRCNN-ResNet101-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MaskRCNN-ResNet101-FPN_infer.tar",
  187. "MaskRCNN-ResNet101-vd-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MaskRCNN-ResNet101-vd-FPN_infer.tar",
  188. "MaskRCNN-ResNeXt101-vd-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MaskRCNN-ResNeXt101-vd-FPN_infer.tar",
  189. "Cascade-MaskRCNN-ResNet50-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Cascade-MaskRCNN-ResNet50-FPN_infer.tar",
  190. "Cascade-MaskRCNN-ResNet50-vd-SSLDv2-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Cascade-MaskRCNN-ResNet50-vd-SSLDv2-FPN_infer.tar",
  191. "PP-YOLOE_seg-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_seg-S_infer.tar",
  192. "PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  193. PP-OCRv3_mobile_rec_infer.tar",
  194. "en_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  195. en_PP-OCRv3_mobile_rec_infer.tar",
  196. "korean_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  197. korean_PP-OCRv3_mobile_rec_infer.tar",
  198. "japan_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  199. japan_PP-OCRv3_mobile_rec_infer.tar",
  200. "chinese_cht_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  201. chinese_cht_PP-OCRv3_mobile_rec_infer.tar",
  202. "te_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  203. te_PP-OCRv3_mobile_rec_infer.tar",
  204. "ka_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  205. ka_PP-OCRv3_mobile_rec_infer.tar",
  206. "ta_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  207. ta_PP-OCRv3_mobile_rec_infer.tar",
  208. "latin_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  209. latin_PP-OCRv3_mobile_rec_infer.tar",
  210. "arabic_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  211. arabic_PP-OCRv3_mobile_rec_infer.tar",
  212. "cyrillic_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  213. cyrillic_PP-OCRv3_mobile_rec_infer.tar",
  214. "devanagari_PP-OCRv3_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  215. devanagari_PP-OCRv3_mobile_rec_infer.tar",
  216. "en_PP-OCRv4_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  217. en_PP-OCRv4_mobile_rec_infer.tar",
  218. "PP-OCRv4_server_rec_doc": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  219. PP-OCRv4_server_rec_doc_infer.tar",
  220. "PP-OCRv4_mobile_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  221. PP-OCRv4_mobile_rec_infer.tar",
  222. "PP-OCRv4_server_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  223. PP-OCRv4_server_det_infer.tar",
  224. "PP-OCRv4_mobile_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  225. PP-OCRv4_mobile_det_infer.tar",
  226. "PP-OCRv3_server_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  227. PP-OCRv3_server_det_infer.tar",
  228. "PP-OCRv3_mobile_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  229. PP-OCRv3_mobile_det_infer.tar",
  230. "PP-OCRv4_server_seal_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  231. PP-OCRv4_server_seal_det_infer.tar",
  232. "PP-OCRv4_mobile_seal_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  233. PP-OCRv4_mobile_seal_det_infer.tar",
  234. "ch_RepSVTR_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  235. ch_RepSVTR_rec_infer.tar",
  236. "ch_SVTRv2_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  237. ch_SVTRv2_rec_infer.tar",
  238. "PP-LCNet_x1_0_pedestrian_attribute": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  239. PP-LCNet_x1_0_pedestrian_attribute_infer.tar",
  240. "PP-LCNet_x1_0_vehicle_attribute": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/\
  241. PP-LCNet_x1_0_vehicle_attribute_infer.tar",
  242. "PicoDet_layout_1x": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet_layout_1x_infer.tar",
  243. "PicoDet_layout_1x_table": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet_layout_1x_table_infer.tar",
  244. "SLANet": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SLANet_infer.tar",
  245. "SLANet_plus": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/SLANet_plus_infer.tar",
  246. "LaTeX_OCR_rec": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/LaTeX_OCR_rec_infer.tar",
  247. "FasterRCNN-ResNet34-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet34-FPN_infer.tar",
  248. "FasterRCNN-ResNet50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet50_infer.tar",
  249. "FasterRCNN-ResNet50-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet50-FPN_infer.tar",
  250. "FasterRCNN-ResNet50-vd-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet50-vd-FPN_infer.tar",
  251. "FasterRCNN-ResNet50-vd-SSLDv2-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet50-vd-SSLDv2-FPN_infer.tar",
  252. "FasterRCNN-ResNet101": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet101_infer.tar",
  253. "FasterRCNN-ResNet101-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNet101-FPN_infer.tar",
  254. "FasterRCNN-ResNeXt101-vd-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-ResNeXt101-vd-FPN_infer.tar",
  255. "FasterRCNN-Swin-Tiny-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FasterRCNN-Swin-Tiny-FPN_infer.tar",
  256. "Cascade-FasterRCNN-ResNet50-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Cascade-FasterRCNN-ResNet50-FPN_infer.tar",
  257. "Cascade-FasterRCNN-ResNet50-vd-SSLDv2-FPN": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Cascade-FasterRCNN-ResNet50-vd-SSLDv2-FPN_infer.tar",
  258. "UVDoc": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/UVDoc_infer.tar",
  259. "DLinear": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/DLinear_infer.tar",
  260. "NLinear": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/NLinear_infer.tar",
  261. "RLinear": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RLinear_infer.tar",
  262. "Nonstationary": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Nonstationary_infer.tar",
  263. "TimesNet": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/TimesNet_infer.tar",
  264. "TiDE": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/TiDE_infer.tar",
  265. "PatchTST": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PatchTST_infer.tar",
  266. "DLinear_ad": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/DLinear_ad_infer.tar",
  267. "AutoEncoder_ad": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/AutoEncoder_ad_infer.tar",
  268. "Nonstationary_ad": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/Nonstationary_ad_infer.tar",
  269. "PatchTST_ad": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PatchTST_ad_infer.tar",
  270. "TimesNet_ad": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/TimesNet_ad_infer.tar",
  271. "TimesNet_cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/TimesNet_cls_infer.tar",
  272. "STFPM": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/STFPM_infer.tar",
  273. "FCOS-ResNet50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/FCOS-ResNet50_infer.tar",
  274. "DETR-R50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/DETR-R50_infer.tar",
  275. "PP-YOLOE-L_vehicle": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE-L_vehicle_infer.tar",
  276. "PP-YOLOE-S_vehicle": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE-S_vehicle_infer.tar",
  277. "PP-ShiTuV2_det": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-ShiTuV2_det_infer.tar",
  278. "PP-YOLOE-S_human": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE-S_human_infer.tar",
  279. "PP-YOLOE-L_human": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE-L_human_infer.tar",
  280. "PicoDet-M": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-M_infer.tar",
  281. "PicoDet-XS": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-XS_infer.tar",
  282. "PP-YOLOE_plus_SOD-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus_SOD-L_infer.tar",
  283. "PP-YOLOE_plus_SOD-S": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus_SOD-S_infer.tar",
  284. "PP-YOLOE_plus_SOD-largesize-L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus_SOD-largesize-L_infer.tar",
  285. "CenterNet-DLA-34": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/CenterNet-DLA-34_infer.tar",
  286. "CenterNet-ResNet50": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/CenterNet-ResNet50_infer.tar",
  287. "PicoDet-S_layout_3cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-S_layout_3cls_infer.tar",
  288. "PicoDet-S_layout_17cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-S_layout_17cls_infer.tar",
  289. "PicoDet-L_layout_3cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-L_layout_3cls_infer.tar",
  290. "PicoDet-L_layout_17cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet-L_layout_17cls_infer.tar",
  291. "RT-DETR-H_layout_3cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-H_layout_3cls_infer.tar",
  292. "RT-DETR-H_layout_17cls": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/RT-DETR-H_layout_17cls_infer.tar",
  293. "PicoDet_LCNet_x2_5_face": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PicoDet_LCNet_x2_5_face_infer.tar",
  294. "BlazeFace": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/BlazeFace_infer.tar",
  295. "BlazeFace-FPN-SSH": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/BlazeFace-FPN-SSH_infer.tar",
  296. "PP-YOLOE_plus-S_face": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE_plus-S_face_infer.tar",
  297. "MobileFaceNet": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/MobileFaceNet_infer.tar",
  298. "ResNet50_face": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/ResNet50_face_infer.tar",
  299. "PP-YOLOE-R_L": "https://paddle-model-ecology.bj.bcebos.com/paddlex/official_inference_model/paddle3.0b2/PP-YOLOE-R_L_infer.tar",
  300. }
  301. class OfficialModelsDict(dict):
  302. """Official Models Dict"""
  303. def __getitem__(self, key):
  304. url = super().__getitem__(key)
  305. save_dir = Path(CACHE_DIR) / "official_models"
  306. logging.info(
  307. f"Using official model ({key}), the model files will be be automatically downloaded and saved in {save_dir}."
  308. )
  309. download_and_extract(url, save_dir, f"{key}", overwrite=False)
  310. return save_dir / f"{key}"
  311. official_models = OfficialModelsDict(OFFICIAL_MODELS)