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AI & Robotics Hackathon 2021
ARV Hackathon 2021 is back with the new and even more challenging problem statements that dare you to find innovative solutions in Cyber Security and Subsea Machine Learning spaces. All tech talents, start-ups, and the next generation innovators are invited to join ARV in creating the innovative technological solutions that will transform the future of Thailand and Southeast Asia.
Oct 7, 2021
1 min read
Codegoda 2021
Table of Contents 1. 2. 3. 4. 5. 6. Which microservice failed? 7. 8. 9. Notes -- 1. 2. 3. 4. 5. 6. Which microservice failed? Given the services (nodes in the graph) that alert, the task is to identify which services is the root cause of the failure.
Jul 18, 2021
3 min read
Facebook’s News Feed ranking algorithm
Jul 11, 2021
0 min read
EfficientDet: Towards Scalable Architecture in AutoML
Anchor Boxes Data Pipeline References Mingxing Tan, Ruoming Pang, Quoc V. Le. EfficientDet: Scalable and Efficient Object Detection.
Jul 10, 2021
1 min read
DARTS: Differentiable Architecture Search
Differentiable Architecture Search $$ \begin{aligned} && \min_{\alpha} &&& \mathcal{L}_{val} (w^{\ast} (\alpha), \alpha) \\ && \text{s.t.} &&& w^{\ast} (\alpha) = \text{argmin}_{w} \space \mathcal{L}_{train} (w, \alpha) \\ \end{aligned} $$
Jun 21, 2021
1 min read
Waymo Open Dataset
The most successful ML projects in production (Tesla, iPhone, Amazon drones, Zipline) are where you own the entire stack. They iterate not just ML algorithms but also: 1) how to collect/label data, 2) infrastructure, 3) hardware ML models run on.
Jun 21, 2021
3 min read
Fast Execution with CUDA!
Mar 12, 2021
0 min read
Data Science & Machine Learning In Oil And Gas Industry
Introduction The Oil and Gas industry is one of the most lucrative industries that has a very high operating cost. Cutting costs is therefore a major priority when it comes to this business.
Jan 25, 2021
1 min read
Custom Sonar Simulation in Gazebo
Jan 4, 2021
0 min read
The Quest to Build an Autonomous Underwater Vehicle
“We stand on the brink of a technological revolution. Soon, few of us will own our own automobiles and instead will get around in driverless electric vehicles that we summon with the touch of an app.
Jan 4, 2021
3 min read
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