harshita250/image-similarity-challenge

FaceBook AI's Image Similarity Challenge -- Data Mining & Analysis Course Project, V Semester, 2021.

Facebook AI Image Similarity Challenge: Matching Track

Team Number: 5D01

Team Members

• Chidambar Hunakunti - 419 - 01FE19BCS219@kletech.ac.in
• Aditya Vikram - 420 - 01FE19BCS220@kletech.ac.in
• Rishab Jain - 428 - 01FE19BCS228@kletech.ac.in
• Harshita Hiremath - 435 - 01FE19BCS235@kletech.ac.in

Link to Competition

https://www.drivendata.org/competitions/79/competition-image-similarity-1-dev/

Dataset Description

A complete guide to downloading the dataset can be found here: https://www.drivendata.org/competitions/79/competition-image-similarity-1-dev/data/

Libraries Used

TensorFlow, Pandas, and NumPy. For a full list of libraries used, please check out environment.yml file.

Configuration

Before proceeding, make sure you have either Anaconda or Miniconda installed on your system.

• Make a new conda environment with all the necessary packages by using the command: conda env create -f environment.yml.
• Activate the conda environment using the command: conda activate img-similarity.
• Using terminal, type the command jupyter notebook to start a new jupyter server, to run the notebook.