2020
Manufacturing/​Robotics/​Automation
Machine learning and PID controller allow us to control an autonomous car to drive around an object.
How does it work?
1) MACHINE LEARNING: In this project we will create a NEURAL NETWORK with "Python" and copy its weights to a network with forward propagation on the "Artemis RedBoard ATP" board programmed with "Arduino IDE",
Why "smart traffic light"? This is because the operation of existing traffic lights requires electricity, a separate control panel and a lot of technical equipment. You also need a permit to install regular traffic lights.
Due to these problems, traffic lights are rarely installed (especially in remote areas) in areas with high passenger traffic (schools, colleges, preschools).
Bees and other insect pollinators are under threat globally from multiple human pressures. If pollinators disappear completely from an ecosystem, their loss will affect structure of those ecosystems and the natural foods and fibres we use from the ecosystem. So, finding solutions to the problem of pollinator decline are imperative.

Chemical manufacturing is responsible for close to 30% of the global energy demand, and innovative solutions are needed to reduce the impact of CO2 emissions released from energy-intensive chemical processes.
It has always been so. Massive portions of bread are baked - loaves, and then they are cut into pieces to eat them.


Patented Fluid Displacement LinerTM (FDL) technology is a revolutionary impact technology advancement in terms of performance, comfort, and style in comparison to stagnant safety helmet technology (e.g. compression foam), now prevalent for 6+ decades.
The inaugural application for FDL technology is the CHM-1 Half-Shell Motorcycle Helmet, which is the FDL’s Proof of Concept, and now commercialized.


The digital fabrication of oxide glasses by three-dimensional (3D) printing represents a major paradigm shift in the way glasses are designed and manufactured. Automation enabled by the first industrial revolution led to the mechanization of blowing and casting processes. Despite the undeniable advantages brought by automation in terms of reproducibility, quality, and production volume,
This gearbox has a large gear ratio (500), despite its compact size. The first stage is made in the form of a planetary gearbox, and the second in the form of a wave transmission. The device has a fairly good kinematic error, a large output torque,
UCHardChip Inc. Overview:
Carpenter and entrepreneur Ulysses Dinkins formed UCHardChip in 2016 to develop and sell personal protective equipment (PPE) like hardhats that enable hands-free communication with embedded electronics and supporting software to improve safety and productivity in the construction industry, among the least safe and productive in the US.
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