Low Light Object detection for ADAS systems
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This project is a collaboration with Intel India and PES University We are working on innovative image enhancement techniques and segmentation task using deep learning. ...learn more
Project status: Under Development
Intel Technologies
Intel Opt ML/DL Framework
Overview / Usage
This project is a part of the INTEL INDIA and PES University low light ADAS system competition.
We currently are experimenting with the state of the art image enhancement and segmentation techniques which would work on low light conditions.
Methodology / Approach
Currently we are using a modified version of deep lab for segmenting images on the INTEL IDD Dataset.
We are also considering histogram equalizing techniques for low light enhancements
Technologies Used
Tensorflow, Keras, Opencv, Intel OPENAI.