Official Link: https://megathon.in/

Join the Megathon Discord server for Updates and Announcements regarding Hackathon: Link

Qualcomm Incorporated is an American multinational semiconductor and telecommunications equipment company that designs and markets wireless telecommunications products and services. It derives most of its revenue from chipmaking and the bulk of its profit from patent licensing businesses. The company headquarter is located in San Diego, California, United States, and has 224 worldwide locations. The parent company is Qualcomm Incorporated (Qualcomm), which has a number of wholly owned subsidiaries: Qualcomm CDMA Technologies (QCT) sells all of Qualcomm's products and services (including chipsets); Qualcomm Technology Licensing (QTL) is responsible for the patent licensing business; and Qualcomm Technologies, Inc. (QTI) operates nearly all of Qualcomm's R&D activities.

Problem Statement:

Given a video sequence, you are required to detect all the faces in every frame, classify each face as masked or non-masked, uniquely identify each person and track the duration for which each person is masked and non-masked.

Tasks:

1. Create/pick multiple video clips capturing moving people with some of them putting masks on and some without them. The video should satisfy the following constraints: a. Duration should be of 120 seconds b. Resolution should be of at least 640 X 480 (@ 15 fps or more) with RGB888 format c. The video clip should contain at least 5 unique faces d. Video should consist minimum of 3 unique faces in the frame, over a minimum duration of 5 seconds with in the captured 2 Min video to qualify.
2. Develop a solution that can detect several distinct faces in a frame and ID/tag them
3. Track each unique face distinctly throughout the duration of the video and capture its mask status for every frame it has been a part of.
4. Generate a corresponding output video capturing bounding boxes for each unique face in every frame as specified below. a. Face is masked – Green bounding box b. Face is not masked – Red bounding box c. Face Id(i.e unique person id) is embedded in the bounding box
5. Summarize the time duration statistics for each unique face and generate the output in a CSV file as per the format detailed in Submission Guidelines.

Sample Video Frame: