ammarsyatbi / MVCNN-Tensorflow-2.11

Converting MVCNN from pytorch to tensorflow

MVCNN-Tensorflow-2.11

Converting MVCNN from pytorch to Tensorflow 2.11. Transformation is based on this repo.

Dataset structure should be as following:

./
└── data/
    ├── train/
    │   └── class/
    │       └── mv1/
    │           ├── img1.jpg
    │           ├── img2.jpg
    │           └── imgn.jpg
    └── test/
        └── class/
            └── mv1/
                ├── img1.jpg
                ├── img2.jpg
                └── imgn.jpg

Train

python train.py --train_dir path/to/train/dataset --model mobilenet --epochs 10

Predict

python predict.py --model mobilenet --model_weights path/to/model/weights --mvs path/to/image/folder

evaluate.py script haven not been tested. Try at your own risk.

Dockerfile follows SageMaker requirements. This is to allow TrainingJob can be called from SageMaker estimator.

Reference

• https://github.com/RBirkeland/MVCNN-PyTorch