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car-detection-bayes
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updates

This commit is contained in:
Glenn Jocher 2019-11-14 17:48:06 -08:00
parent eb8b39535a
commit 2433a99451
2 changed files with 49 additions and 5 deletions
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2
models.py
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@ -314,7 +314,7 @@ def load_darknet_weights(self, weights, cutoff=-1):
self.version = np.fromfile(f, dtype=np.int32, count=3) # (int32) version info: major, minor, revision
self.seen = np.fromfile(f, dtype=np.int64, count=1) # (int64) number of images seen during training
weights = np.fromfile(f, dtype=np.float32) # The rest are weights
weights = np.fromfile(f, dtype=np.float32) # the rest are weights
ptr = 0
for i, (mdef, module) in enumerate(zip(self.module_defs[:cutoff], self.module_list[:cutoff])):

52
utils/gcp.sh
View File

@ -32,7 +32,7 @@ python3 test.py --save-json
# Evolve
for i in {0..500}
do
python3 train.py --data data/coco.data --img-size 320 --epochs 1 --batch-size 64 --accumulate 1 --evolve --bucket yolov4
python3 train.py --data data/coco.data --img-size 512 --epochs 27 --batch-size 32 --accumulate 2 --evolve --weights '' --bucket yolov4
done
# Git pull
@ -115,14 +115,58 @@ sudo shutdown
#Docker
sudo docker kill $(sudo docker ps -q)
sudo docker pull ultralytics/yolov3:v1
sudo nvidia-docker run -it --ipc=host --mount type=bind,source="$(pwd)"/coco,target=/usr/src/coco ultralytics/yolov3:v1
sudo docker pull ultralytics/yolov3:v0
sudo nvidia-docker run -it --ipc=host --mount type=bind,source="$(pwd)"/coco,target=/usr/src/coco ultralytics/yolov3:v0
clear
while true
do
python3 train.py --data data/coco.data --img-size 320 --batch-size 64 --accumulate 1 --evolve --epochs 1 --adam --bucket yolov4/adamdefaultpw_coco_1e --device 1
python3 train.py --weights '' --prebias --img-size 512 --batch-size 32 --accumulate 2 --evolve --epochs 27 --bucket yolov4/512_coco_27e --device 0
done
python3 train.py --data data/coco.data --img-size 320 --batch-size 64 --accumulate 1 --epochs 1 --adam --device 1 --prebias
while true; do python3 train.py --data data/coco.data --img-size 320 --batch-size 64 --accumulate 1 --evolve --epochs 1 --adam --bucket yolov4/adamdefaultpw_coco_1e; done
rm -rf yolov3 # Warning: remove existing
git clone https://github.com/ultralytics/yolov3 && cd yolov3 # master
python3 train.py --img-size 320 --data ../data/sm3/out.data --weights weights/yolov3-spp.weights --cfg cfg/yolov3-spp.cfg --prebias --epochs 300 --batch-size 32 --accumulate 2 --multi --name sm3b_yolov3_spp
python3 train.py --img-size 320 --data ../data/sm3/out.data --weights weights/yolov3-tiny.weights --cfg cfg/yolov3-tiny.cfg --prebias --epochs 300 --batch-size 32 --accumulate 2 --multi --name sm3b_yolov3_tiny
sudo shutdown
rm -rf yolov3 # Warning: remove existing
git clone https://github.com/ultralytics/yolov3 && cd yolov3 # master
python3 train.py --data data/coco_64img.data --batch-size 16 --accumulate 1 --nosave --weights weights/yolov3-spp.weights --transfer --name yolov3-spp_transfer
python3 train.py --data data/coco_64img.data --batch-size 16 --accumulate 1 --nosave --name from_scratch
python3 train.py --data data/coco_64img.data --batch-size 16 --accumulate 1 --nosave --weights weights/darknet53.conv.74 --name darknet53_backbone
python3 train.py --data data/coco_64img.data --batch-size 16 --accumulate 1 --nosave --weights weights/yolov3-spp.weights --name yolov3-spp_backbone
sudo shutdown
rm -rf yolov3 # Warning: remove existing
git clone https://github.com/ultralytics/yolov3 && cd yolov3 # clone
# bash yolov3/data/get_coco_dataset_gdrive.sh # copy COCO2014 dataset (20GB)
python3 train.py --data data/coco_1cls.data --batch-size 5 --accumulate 1 --weights weights/darknet53.conv.74 --nosave --cfg cfg/yolov3-spp.cfg --name 1cls
python3 train.py --data data/coco_1cls.data --batch-size 5 --accumulate 1 --weights weights/darknet53.conv.74 --nosave --cfg cfg/yolov3-spp-1cls.cfg --name 1cls_1clscfg
python3 -c "from utils import utils; utils.plot_results()" # plot as 'results.png'
clear
python3 test.py --img-size 320 --save-json --weights weights/last.pt
python3 test.py --img-size 416 --save-json --weights weights/last.pt
python3 test.py --img-size 608 --save-json --weights weights/last.pt
python3 test.py --img-size 640 --save-json --weights weights/last.pt --batch-size 8
python3 test.py --img-size 800 --save-json --weights weights/last.pt --batch-size 8
sudo shutdown
clear
rm -rf yolov3 # Warning: remove existing
git clone https://github.com/ultralytics/yolov3 && cd yolov3 # clone
python3 train.py --weights '' --img-size 512 --batch-size 32 --accumulate 2 --epochs 27 --prebias --nosave --notest --name 512default
sudo shutdown