resnet_jhmdb.yml 6.7 KB

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  1. Models:
  2. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50_8xb64-20e_jhmdb-sub1-256x256.py
  3. In Collection: SimpleBaseline2D
  4. Metadata:
  5. Architecture: &id001
  6. - SimpleBaseline2D
  7. - ResNet
  8. Training Data: JHMDB
  9. Name: td-hm_res50_8xb64-20e_jhmdb-sub1-256x256
  10. Results:
  11. - Dataset: JHMDB
  12. Metrics:
  13. Ank: 92.8
  14. Elb: 93.8
  15. Head: 99.1
  16. Hip: 99.4
  17. Knee: 96.5
  18. Mean: 96.1
  19. Sho: 98.0
  20. Wri: 91.3
  21. Task: Body 2D Keypoint
  22. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_jhmdb_sub1_256x256-932cb3b4_20201122.pth
  23. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50_8xb64-20e_jhmdb-sub2-256x256.py
  24. In Collection: SimpleBaseline2D
  25. Metadata:
  26. Architecture: *id001
  27. Training Data: JHMDB
  28. Name: td-hm_res50_8xb64-20e_jhmdb-sub2-256x256
  29. Results:
  30. - Dataset: JHMDB
  31. Metrics:
  32. Ank: 94.1
  33. Elb: 90.6
  34. Head: 99.3
  35. Hip: 98.9
  36. Knee: 96.3
  37. Mean: 95.0
  38. Sho: 97.1
  39. Wri: 87.0
  40. Task: Body 2D Keypoint
  41. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_jhmdb_sub2_256x256-83d606f7_20201122.pth
  42. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50_8xb64-20e_jhmdb-sub3-256x256.py
  43. In Collection: SimpleBaseline2D
  44. Metadata:
  45. Architecture: *id001
  46. Training Data: JHMDB
  47. Name: td-hm_res50_8xb64-20e_jhmdb-sub3-256x256
  48. Results:
  49. - Dataset: JHMDB
  50. Metrics:
  51. Ank: 94.7
  52. Elb: 94.0
  53. Head: 99.0
  54. Hip: 99.7
  55. Knee: 98.0
  56. Mean: 96.7
  57. Sho: 97.9
  58. Wri: 91.6
  59. Task: Body 2D Keypoint
  60. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_jhmdb_sub3_256x256-c4ec1a0b_20201122.pth
  61. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50-2deconv_8xb64-40e_jhmdb-sub1-256x256.py
  62. In Collection: SimpleBaseline2D
  63. Metadata:
  64. Architecture: *id001
  65. Training Data: JHMDB
  66. Name: td-hm_res50-2deconv_8xb64-40e_jhmdb-sub1-256x256
  67. Results:
  68. - Dataset: JHMDB
  69. Metrics:
  70. Ank: 92.5
  71. Elb: 94.6
  72. Head: 99.1
  73. Hip: 99.4
  74. Knee: 94.6
  75. Mean: 96.1
  76. Sho: 98.5
  77. Wri: 92.0
  78. Task: Body 2D Keypoint
  79. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_2deconv_jhmdb_sub1_256x256-f0574a52_20201122.pth
  80. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50-2deconv_8xb64-40e_jhmdb-sub2-256x256.py
  81. In Collection: SimpleBaseline2D
  82. Metadata:
  83. Architecture: *id001
  84. Training Data: JHMDB
  85. Name: td-hm_res50-2deconv_8xb64-40e_jhmdb-sub2-256x256
  86. Results:
  87. - Dataset: JHMDB
  88. Metrics:
  89. Ank: 93.8
  90. Elb: 91.0
  91. Head: 99.3
  92. Hip: 99.1
  93. Knee: 96.5
  94. Mean: 95.2
  95. Sho: 97.8
  96. Wri: 87.0
  97. Task: Body 2D Keypoint
  98. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_2deconv_jhmdb_sub2_256x256-f63af0ff_20201122.pth
  99. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50-2deconv_8xb64-40e_jhmdb-sub3-256x256.py
  100. In Collection: SimpleBaseline2D
  101. Metadata:
  102. Architecture: *id001
  103. Training Data: JHMDB
  104. Name: td-hm_res50-2deconv_8xb64-40e_jhmdb-sub3-256x256
  105. Results:
  106. - Dataset: JHMDB
  107. Metrics:
  108. Ank: 93.8
  109. Elb: 94.3
  110. Head: 98.8
  111. Hip: 99.8
  112. Knee: 97.5
  113. Mean: 96.7
  114. Sho: 98.4
  115. Wri: 92.1
  116. Task: Body 2D Keypoint
  117. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_2deconv_jhmdb_sub3_256x256-c4bc2ddb_20201122.pth
  118. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50_8xb64-20e_jhmdb-sub1-256x256.py
  119. In Collection: SimpleBaseline2D
  120. Metadata:
  121. Architecture: *id001
  122. Training Data: JHMDB
  123. Name: td-hm_res50_8xb64-20e_jhmdb-sub1-256x256
  124. Results:
  125. - Dataset: JHMDB
  126. Metrics:
  127. Ank: 78.9
  128. Elb: 74.4
  129. Head: 93.3
  130. Hip: 85.0
  131. Knee: 81.2
  132. Mean: 81.9
  133. Sho: 83.2
  134. Wri: 72.7
  135. Task: Body 2D Keypoint
  136. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_jhmdb_sub1_256x256-932cb3b4_20201122.pth
  137. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50_8xb64-20e_jhmdb-sub2-256x256.py
  138. In Collection: SimpleBaseline2D
  139. Metadata:
  140. Architecture: *id001
  141. Training Data: JHMDB
  142. Name: td-hm_res50_8xb64-20e_jhmdb-sub2-256x256
  143. Results:
  144. - Dataset: JHMDB
  145. Metrics:
  146. Ank: 78.6
  147. Elb: 64.5
  148. Head: 94.1
  149. Hip: 77.9
  150. Knee: 71.9
  151. Mean: 75.5
  152. Sho: 74.9
  153. Wri: 62.5
  154. Task: Body 2D Keypoint
  155. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_jhmdb_sub2_256x256-83d606f7_20201122.pth
  156. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50_8xb64-20e_jhmdb-sub3-256x256.py
  157. In Collection: SimpleBaseline2D
  158. Metadata:
  159. Architecture: *id001
  160. Training Data: JHMDB
  161. Name: td-hm_res50_8xb64-20e_jhmdb-sub3-256x256
  162. Results:
  163. - Dataset: JHMDB
  164. Metrics:
  165. Ank: 84.2
  166. Elb: 74.9
  167. Head: 97.0
  168. Hip: 84.7
  169. Knee: 83.7
  170. Mean: 82.9
  171. Sho: 82.2
  172. Wri: 70.7
  173. Task: Body 2D Keypoint
  174. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_jhmdb_sub3_256x256-c4ec1a0b_20201122.pth
  175. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50-2deconv_8xb64-40e_jhmdb-sub1-256x256.py
  176. In Collection: SimpleBaseline2D
  177. Metadata:
  178. Architecture: *id001
  179. Training Data: JHMDB
  180. Name: td-hm_res50-2deconv_8xb64-40e_jhmdb-sub1-256x256
  181. Results:
  182. - Dataset: JHMDB
  183. Metrics:
  184. Ank: 75.0
  185. Elb: 73.2
  186. Head: 92.4
  187. Hip: 82.3
  188. Knee: 75.4
  189. Mean: 79.2
  190. Sho: 80.6
  191. Wri: 70.5
  192. Task: Body 2D Keypoint
  193. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_2deconv_jhmdb_sub1_256x256-f0574a52_20201122.pth
  194. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50-2deconv_8xb64-40e_jhmdb-sub2-256x256.py
  195. In Collection: SimpleBaseline2D
  196. Metadata:
  197. Architecture: *id001
  198. Training Data: JHMDB
  199. Name: td-hm_res50-2deconv_8xb64-40e_jhmdb-sub2-256x256
  200. Results:
  201. - Dataset: JHMDB
  202. Metrics:
  203. Ank: 75.5
  204. Elb: 63.8
  205. Head: 93.4
  206. Hip: 75.1
  207. Knee: 68.4
  208. Mean: 73.7
  209. Sho: 73.6
  210. Wri: 60.5
  211. Task: Body 2D Keypoint
  212. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_2deconv_jhmdb_sub2_256x256-f63af0ff_20201122.pth
  213. - Config: configs/body_2d_keypoint/topdown_heatmap/jhmdb/td-hm_res50-2deconv_8xb64-40e_jhmdb-sub3-256x256.py
  214. In Collection: SimpleBaseline2D
  215. Metadata:
  216. Architecture: *id001
  217. Training Data: JHMDB
  218. Name: td-hm_res50-2deconv_8xb64-40e_jhmdb-sub3-256x256
  219. Results:
  220. - Dataset: JHMDB
  221. Metrics:
  222. Ank: 81.5
  223. Elb: 72.6
  224. Head: 96.1
  225. Hip: 83.6
  226. Knee: 80.9
  227. Mean: 81.2
  228. Sho: 81.2
  229. Wri: 67.9
  230. Task: Body 2D Keypoint
  231. Weights: https://download.openmmlab.com/mmpose/top_down/resnet/res50_2deconv_jhmdb_sub3_256x256-c4bc2ddb_20201122.pth