Install updates and upgrade your system:
$ sudo apt update
$ sudo apt upgrade
Install required libraries:
/home/user/darknet/coco/test2017/000000466319.jpg | |
/home/user/darknet/coco/test2017/000000523573.jpg | |
/home/user/darknet/coco/test2017/000000308929.jpg | |
/home/user/darknet/coco/test2017/000000057540.jpg | |
/home/user/darknet/coco/test2017/000000579853.jpg | |
/home/user/darknet/coco/test2017/000000413171.jpg | |
/home/user/darknet/coco/test2017/000000296903.jpg | |
/home/user/darknet/coco/test2017/000000540552.jpg | |
/home/user/darknet/coco/test2017/000000186384.jpg | |
/home/user/darknet/coco/test2017/000000509990.jpg |
classes=80 | |
train=coco/trainvalno5k.txt | |
valid=coco/testdev2017.txt | |
names=data/coco.names | |
backup=backup/ | |
eval=coco |
import os | |
DIRECTORY = 'mox_voc/' | |
ANNOTATION_PATH = 'MOXA/Annotations/' | |
IMAGES_PATH = 'MOXA/JPEGImages/' | |
EXTENSION = 'xml' # 'txt | |
NAME = 'MOXA' | |
# file_names = os.listdir(DIRECTORY)[:10] | |
file_names = os.listdir(DIRECTORY) |
from tensorflow.compat.v1 import ConfigProto | |
from tensorflow.compat.v1 import InteractiveSession | |
config = ConfigProto() | |
config.gpu_options.allow_growth = True | |
session = InteractiveSession(config=config) | |
import tensorflow.compat.v1 as tf # Tensorflow 2.0 support for 1.x | |
os.environ['TF_CPP_MIN_LOG_LEVEL'] = 2 |
# Nvidia Driver installation | |
sudo apt install nvidia-driver-440 | |
sudo reboot | |
# CUDA installation | |
sudo apt update | |
sudo apt install nvidia-cuda-toolkit # Focal: version 10.1 | |
nvcc --version | |
# Download cuDNN from Nvidia: https://developer.nvidia.com/rdp/cudnn-download for version 10.1 |
sudo apt-get install git linux-headers-generic build-essential dkms | |
git clone https://github.com/Mange/rtl8192eu-linux-driver | |
cd rtl8192eu-linux-driver | |
sudo dkms add . | |
sudo dkms install rtl8192eu/1.0 | |
echo "blacklist rtl8xxxu" | sudo tee /etc/modprobe.d/rtl8xxxu.conf | |
echo -e "8192eu\n\nloop" | sudo tee /etc/modules | |
echo "options 8192eu rtw_power_mgnt=0 rtw_enusbss=0" | sudo tee /etc/modprobe.d/8192eu.conf | |
sudo update-grub; sudo update-initramfs -u | |
systemctl reboot -i |