From 5308d00dfdcb37742eb22c741c125eecddede435 Mon Sep 17 00:00:00 2001
From: Konstantin <konstantin@neuralmagic.com>
Date: Tue, 28 Feb 2023 12:31:45 +0000
Subject: [PATCH] Add back hyp.finetune.yaml

---
 data/hyps/hyp.finetune.yaml | 39 +++++++++++++++++++++++++++++++++++++
 1 file changed, 39 insertions(+)
 create mode 100644 data/hyps/hyp.finetune.yaml

diff --git a/data/hyps/hyp.finetune.yaml b/data/hyps/hyp.finetune.yaml
new file mode 100644
index 000000000000..3aa1923f78a6
--- /dev/null
+++ b/data/hyps/hyp.finetune.yaml
@@ -0,0 +1,39 @@
+# Hyperparameters for VOC finetuning
+# python train.py --batch 64 --weights yolov5m.pt --data voc.yaml --img 512 --epochs 50
+# See tutorials for hyperparameter evolution https://github.com/ultralytics/yolov5#tutorials
+
+
+# Hyperparameter Evolution Results
+# Generations: 306
+#                   P         R     mAP.5 mAP.5:.95       box       obj       cls
+# Metrics:        0.6     0.936     0.896     0.684    0.0115   0.00805   0.00146
+
+lr0: 0.0032
+lrf: 0.12
+momentum: 0.843
+weight_decay: 0.00036
+warmup_epochs: 2.0
+warmup_momentum: 0.5
+warmup_bias_lr: 0.05
+box: 0.0296
+cls: 0.243
+cls_pw: 0.631
+obj: 0.301
+obj_pw: 0.911
+iou_t: 0.2
+anchor_t: 2.91
+# anchors: 3.63
+fl_gamma: 0.0
+hsv_h: 0.0138
+hsv_s: 0.664
+hsv_v: 0.464
+degrees: 0.373
+translate: 0.245
+scale: 0.898
+shear: 0.602
+perspective: 0.0
+flipud: 0.00856
+fliplr: 0.5
+mosaic: 1.0
+mixup: 0.243
+copy_paste: 0.0