更换文档检测模型

paddle_detection/configs/ppyoloe/voc/README_cn.md

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+# PP-YOLOE
+
+## 模型库
+
+### VOC数据集模型库
+|       模型       | Epoch |   GPU个数   | 每GPU图片个数 |  骨干网络  |   输入尺寸   | Box AP<sup>0.5 | Params(M) | FLOPs(G) | V100 FP32(FPS) | V100 TensorRT FP16(FPS) |  模型下载  |  配置文件 |
+|:---------------:|:-----:|:-----------:|:-----------:|:---------:|:----------:|:--------------:|:---------:|:---------:|:-------------:|:-----------------------:| :-------: |:--------:|
+|   PP-YOLOE+_s   |  30   |     8     |    8     | cspresnet-s |    640     |   86.7  |  7.93  |  17.36   |   208.3   |  333.3   | [model](https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_s_30e_voc.pdparams) | [config](./ppyoloe_plus_crn_s_30e_voc.yml) |
+|   PP-YOLOE+_l   |  30   |     8     |    8     | cspresnet-l |    640     |   89.0  |  52.20 |  110.07  |   78.1    |  149.2   | [model](https://paddledet.bj.bcebos.com/models/ppyoloe_plus_crn_l_30e_voc.pdparams) | [config](./ppyoloe_plus_crn_l_30e_voc.yml) |

paddle_detection/configs/ppyoloe/voc/ppyoloe_plus_crn_l_30e_voc.yml

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+_BASE_: [
+  '../../datasets/voc.yml',
+  '../../runtime.yml',
+  '../_base_/optimizer_80e.yml',
+  '../_base_/ppyoloe_plus_crn.yml',
+  '../_base_/ppyoloe_plus_reader.yml',
+]
+
+log_iter: 100
+snapshot_epoch: 5
+weights: output/ppyoloe_plus_crn_l_30e_voc/model_final
+
+pretrain_weights: https://bj.bcebos.com/v1/paddledet/models/ppyoloe_plus_crn_l_80e_coco.pdparams
+depth_mult: 1.0
+width_mult: 1.0
+
+
+TrainReader:
+  batch_size: 8 # default 8 gpus, total bs = 64
+
+EvalReader:
+  batch_size: 4
+
+
+epoch: 30
+LearningRate:
+  base_lr: 0.001
+  schedulers:
+    - !CosineDecay
+      max_epochs: 36
+    - !LinearWarmup
+      start_factor: 0.
+      epochs: 1
+
+
+PPYOLOEHead:
+  static_assigner_epoch: -1
+  nms:
+    name: MultiClassNMS
+    nms_top_k: 1000
+    keep_top_k: 300
+    score_threshold: 0.01
+    nms_threshold: 0.7

paddle_detection/configs/ppyoloe/voc/ppyoloe_plus_crn_s_30e_voc.yml

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+_BASE_: [
+  '../../datasets/voc.yml',
+  '../../runtime.yml',
+  '../_base_/optimizer_80e.yml',
+  '../_base_/ppyoloe_plus_crn.yml',
+  '../_base_/ppyoloe_plus_reader.yml',
+]
+
+log_iter: 100
+snapshot_epoch: 5
+weights: output/ppyoloe_plus_crn_s_30e_voc/model_final
+
+pretrain_weights: https://bj.bcebos.com/v1/paddledet/models/ppyoloe_plus_crn_s_80e_coco.pdparams
+depth_mult: 0.33
+width_mult: 0.50
+
+
+TrainReader:
+  batch_size: 8 # default 8 gpus, total bs = 64
+
+EvalReader:
+  batch_size: 4
+
+
+epoch: 30
+LearningRate:
+  base_lr: 0.001
+  schedulers:
+    - !CosineDecay
+      max_epochs: 36
+    - !LinearWarmup
+      start_factor: 0.
+      epochs: 1
+
+
+PPYOLOEHead:
+  static_assigner_epoch: -1
+  nms:
+    name: MultiClassNMS
+    nms_top_k: 1000
+    keep_top_k: 300
+    score_threshold: 0.01
+    nms_threshold: 0.7