Update README.md

README.md

@@ -48,7 +48,9 @@ More details: http://pjreddie.com/darknet/yolo/
 
 There are weights-file for different cfg-files (trained for MS COCO dataset):
 
-* [csresnext50-panet-spp.cfg](https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/csresnext50-panet-spp.cfg) - **60.0% mAP@0.5 - 44 FPS** - 71.3 BFlops - 217 MB: [csresnext50-panet-spp_final.weights](https://drive.google.com/file/d/1aNXdM8qVy11nqTcd2oaVB3mf7ckr258-/view?usp=sharing)
+FPS on GeForce 1080Ti:
+
+* [csresnext50-panet-spp-original-optimal.cfg](https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/csresnext50-panet-spp-original-optimal.cfg) - **65.4% mAP@0.5 (43.2% AP@0.5..0.95) - 35 FPS** - 100.5 BFlops - 217 MB: [csresnext50-panet-spp-original-optimal_final.weights](https://drive.google.com/open?id=1_NnfVgj0EDtb_WLNoXV8Mo7WKgwdYZCc)
 
 * [yolov3-spp.cfg](https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov3-spp.cfg) - **60.6% mAP@0.5 - 30 FPS** - 141.5 BFlops - 240 MB: [yolov3-spp.weights](https://pjreddie.com/media/files/yolov3-spp.weights)
 
@@ -60,6 +62,8 @@ There are weights-file for different cfg-files (trained for MS COCO dataset):
 
 <details><summary><b>CLICK ME</b> - Yolo v3 models</summary>
 
+* [csresnext50-panet-spp.cfg](https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/csresnext50-panet-spp.cfg) - **60.0% mAP@0.5 - 44 FPS** - 71.3 BFlops - 217 MB: [csresnext50-panet-spp_final.weights](https://drive.google.com/file/d/1aNXdM8qVy11nqTcd2oaVB3mf7ckr258-/view?usp=sharing)
+
 * [yolov3.cfg](https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov3.cfg) - **55.3% mAP@0.5 - 46 FPS** - 65.9 BFlops - 236 MB: [yolov3.weights](https://pjreddie.com/media/files/yolov3.weights)
 
 * [yolov3-tiny.cfg](https://raw.githubusercontent.com/AlexeyAB/darknet/master/cfg/yolov3-tiny.cfg) - **33.1% mAP@0.5 - 330 FPS** - 5.6 BFlops - 33.7 MB: [yolov3-tiny.weights](https://pjreddie.com/media/files/yolov3-tiny.weights)

build/darknet/x64/cfg/csresnext50-panet-spp-original-optimal.cfg

@@ -5,8 +5,8 @@
 # Training
 batch=64
 subdivisions=8
-width=512
+width=608
-height=512
+height=608
 channels=3
 momentum=0.949
 decay=0.0005

cfg/csresnext50-panet-spp-original-optimal.cfg

@@ -5,8 +5,8 @@
 # Training
 batch=64
 subdivisions=8
-width=512
+width=608
-height=512
+height=608
 channels=3
 momentum=0.949
 decay=0.0005