Support skeleton (#155)

* pose * pose * pose * pose * 你的提交消息 * pose * pose * Delete train1.sh * pretreatment * configs * pose * reference * Update gaittr.py * naming * naming * Update transform.py * update for datasets * update README * update name and README * update * Update transform.py
2023-09-27 16:20:00 +08:00
parent 853bb1821d
commit 2c29afadf3
41 changed files with 4251 additions and 12 deletions
@@ -0,0 +1,98 @@
+data_cfg:
+  dataset_name: OUMVLP
+  dataset_root: your_path
+  dataset_partition: ./datasets/OUMVLP/OUMVLP.json
+  num_workers: 1
+  remove_no_gallery: false
+  test_dataset_name: OUMVLP
+
+evaluator_cfg:
+  enable_float16: false
+  restore_ckpt_strict: true
+  restore_hint: 300000
+  save_name: MSGG_OUMVLP
+  eval_func: evaluate_indoor_dataset
+  sampler:
+    batch_size: 8
+    sample_type: all_ordered
+    type: InferenceSampler
+  transform:
+    - type: MSGGTransform
+      prob: alphapose
+      # prob: coco
+  metric: euc # cos
+
+loss_cfg:
+  - loss_term_weight: 0.3
+    margin: 0.2
+    type: TripletLoss
+    log_prefix: triplet_joints
+  - loss_term_weight: 0.2
+    margin: 0.2
+    type: TripletLoss
+    log_prefix: triplet_limbs
+  - loss_term_weight: 0.1
+    margin: 0.2
+    type: TripletLoss
+    log_prefix: triplet_bodyparts
+  - loss_term_weight: 1.0
+    scale: 1
+    type: CrossEntropyLoss
+    log_accuracy: true
+    label_smooth: false
+    log_prefix: softmax
+
+model_cfg:
+  model: MultiScaleGaitGraph
+  in_channels:
+    - 3
+    - 16
+    - 32
+    - 64
+    - 128
+  out_channels: 128
+  graph_cfg:
+    layout: 'body_12'
+    strategy: 'gait_temporal'
+  temporal_kernel_size: 9
+  num_id: 5153
+
+optimizer_cfg:
+  lr: 0.1
+  momentum: 0.9
+  solver: SGD
+  weight_decay: 0.0005
+
+scheduler_cfg:
+  gamma: 0.1
+  milestones:
+    - 75000
+    - 150000
+    - 225000
+  scheduler: MultiStepLR
+
+trainer_cfg:
+  enable_float16: false
+  fix_BN: false
+  with_test: false
+  log_iter: 100
+  restore_ckpt_strict: true
+  restore_hint: 0
+  save_iter: 2000
+  save_name: MSGG_OUMVLP
+  sync_BN: true
+  total_iter: 300000
+  sampler:
+    batch_shuffle: false
+    batch_size:
+      - 32
+      - 8
+    frames_num_fixed: 30
+    frames_num_max: 50
+    frames_num_min: 25
+    frames_skip_num: 0
+    sample_type: fixed_ordered
+    type: TripletSampler
+  transform:
+    - type: MSGGTransform
+      prob: alphapose