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Vivian Njau's Projects

machine-learning-image-classification- icon machine-learning-image-classification-

Traffic sign recognition is a part of the complex mechanism of self-driving cars. A traffic sign model embedded in the self_driving cars can implemented in addition to having other sensors.

mask_rcnn icon mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

nairobi-uber-perambulation-challenge icon nairobi-uber-perambulation-challenge

Road traffic collisions are the number one killer of children and young adults ages 5-29, and 8th leading cause of death worldwide. Post-crash care is one of the five pillars of road safety and a critical component for reducing morbidity and mortality. When it comes to emergency response to road accidents, every second counts. With heavy traffic patterns and the unique layout of the city, finding the best locations to position emergency responders throughout the day as they wait to be called is critical in a city like Nairobi. Use these findings to place six virtual ambulances around the city, moving them around throughout the day with the goal of minimising the distance travelled when responding to crashes during the test period.

pose-estimation-hrnet icon pose-estimation-hrnet

Human Pose Estimation Using Higher HRNets:a novel bottom-up human pose estimation method for learning scale-aware representations using high-resolution feature pyramids.

web-scraping-static-site- icon web-scraping-static-site-

Web scraping is the process of gathering information from the Internet. Even copy-pasting the lyrics of your favorite song is a form of web scraping! However, the words “web scraping” usually refer to a process that involves automation. Some websites don’t like it when automatic scrapers gather their data, while others don’t mind. If you’re scraping a page respectfully for educational purposes, then you’re unlikely to have any problems. Still, it’s a good idea to do some research on your own and make sure that you’re not violating any Terms of Service before you start a large-scale project.

zero_day icon zero_day

This is my first repository as a full-stack engineer

zindi-solutions icon zindi-solutions

Zindi is a social enterprise whose mission is to build the data science ecosystem in Africa.

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