VLOG Dataset Downloader

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Features

1. Downloads clips from the VLOG Dataset containing desired object classes.
2. Segments and removes the objects from the frame.
3. In-paints the removed region.
4. Computes surface normals for the new frame without the objects.

Installation

1. (Highly recommended) Create a fresh Anaconda environment

   conda create -n vlog python=3.6 anaconda
   conda activate vlog

2. Clone the repository

   git clone --recursive https://github.com/pasawaya/VLOGDataset.git

3. Run the setup script

   cd VLOGDataset/
   sh setup.sh

Usage

Download and process VLOG dataset at 4 fps and resize results to 320 x 240:

python vlog.py --w=320 --h=240 --fps=4

Download and process VLOG dataset and only save high confidence detections regardless of object size:

python vlog.py --confidence_threshold=0.95 --area_threshold=1.0

Process videos in local directory:

python vlog.py --input_dir=/path/to/videos