image-and-video-recognition-exercises

Python 3.8.5
NVIDIA-SMI 457.51 Driver Version: 457.51 CUDA Version: 11.1

Setup

pip

pip install -r requirements.txt

conda

conda create --name <env> --file conda_requirements.txt

jupyterlab

jupyter lab --port=8080 --ip=0.0.0.0 --no-browser --allow-root

exercise2

MNIST example

• pytorch
  examples/mnist at master · pytorch/examples

  python src/exercise2/pytorch.py --no-cuda
  

  Test set: Average loss: 0.0270, Accuracy: 9911/10000 (99%)
• tensorflow
  docs-l10n/beginner.ipynb at master · tensorflow/docs-l10n

  jupyter lab --port=8080 --ip=0.0.0.0 --no-browser --allow-root
  

  313/313 - 0s - loss: 0.0804 - accuracy: 0.9763

final

model search

Windows

python .\src\final\cnn_reg_search.py > .\src\final\output\00all.log 2>&1

Inception_v3

Windows

python .\src\final\cnn_reg_inception_v3.py > .\src\final\output\00all.log 2>&1