1.0.0 official release (#18)

* fix bug in fix_BN * gaitgl OUMVLP support. * update ./doc/3.advance_usage.md Cross-Dataset Evalution & Data Agumentation * update config * update docs.3 * update docs.3 * add loss doc and gather input decorator * refine the create model doc * support rearrange directory of unzipped OUMVLP * fix some bugs in loss_aggregator.py * refine docs and little fix * add oumvlp pretreatment description * pretreatment dataset fix oumvlp description * add gaitgl oumvlp result * assert gaitgl input size * add pipeline * update the readme. * update pipeline and readme * Corrigendum. * add logo and remove path * update new logo * Update README.md * modify logo size Co-authored-by: 12131100 <12131100@mail.sustech.edu.cn> Co-authored-by: noahshen98 <77523610+noahshen98@users.noreply.github.com> Co-authored-by: Noah <595311942@qq.com>
2021-12-08 20:05:28 +08:00
parent 6e71c7ac34
commit bb6cd5149a
39 changed files with 11401 additions and 230 deletions
@@ -0,0 +1,76 @@
+data_cfg:
+  dataset_name: OUMVLP
+  dataset_root: your_path
+  dataset_partition: ./misc/partitions/OUMVLP.json
+  num_workers: 4
+  remove_no_gallery: false
+  test_dataset_name: OUMVLP
+
+evaluator_cfg:
+  enable_float16: true
+  restore_ckpt_strict: true
+  restore_hint: 250000
+  save_name: GaitSet
+  sampler:
+    batch_size: 4
+    sample_type: all_ordered
+    type: InferenceSampler
+  metric: euc # cos
+
+loss_cfg:
+  loss_term_weights: 1.0
+  margin: 0.2
+  type: TripletLoss
+  log_prefix: triplet
+
+model_cfg:
+  model: GaitSet
+  in_channels:
+    - 1
+    - 64
+    - 128
+    - 256
+  SeparateFCs:
+    in_channels: 256
+    out_channels: 256
+    parts_num: 62
+  bin_num:
+    - 16
+    - 8
+    - 4
+    - 2
+    - 1
+
+optimizer_cfg:
+  lr: 0.0001
+  momentum: 0.9
+  solver: Adam
+  weight_decay: 0
+
+scheduler_cfg:
+  gamma: 0.1
+  milestones:
+    - 150000
+  scheduler: MultiStepLR
+
+trainer_cfg:
+  enable_float16: true
+  fix_BN: false
+  with_test: true
+  log_iter: 100
+  restore_ckpt_strict: true
+  restore_hint: 0
+  save_iter: 10000
+  save_name: GaitSet
+  sync_BN: false
+  total_iter: 250000
+  sampler:
+    batch_shuffle: false
+    batch_size:
+      - 32
+      - 16
+    frames_num_fixed: 30
+    frames_num_max: 50
+    frames_num_min: 25
+    sample_type: fixed_unordered
+    type: TripletSampler