Category Machine learning
YOLO (You Only Look Once) trades some accuracy for speed. Instead of running a classifier at multiple locations and scales, YOLO applies a single neural network to the full image....
One-stage detectors struggle with class imbalance: most candidate regions contain background, not objects. RetinaNet uses focal loss to address this. Easy negative samples contribute less to the loss, so training...
Category Python
YOLO (You Only Look Once) trades some accuracy for speed. Instead of running a classifier at multiple locations and scales, YOLO applies a single neural network to the full image....
One-stage detectors struggle with class imbalance: most candidate regions contain background, not objects. RetinaNet uses focal loss to address this. Easy negative samples contribute less to the loss, so training...
Category Colab
YOLO (You Only Look Once) trades some accuracy for speed. Instead of running a classifier at multiple locations and scales, YOLO applies a single neural network to the full image....
One-stage detectors struggle with class imbalance: most candidate regions contain background, not objects. RetinaNet uses focal loss to address this. Easy negative samples contribute less to the loss, so training...
Category Raspberry
When the TinyPi Pro kit arrived, I wasn’t sure I could actually play games on something this small. The whole thing fits on a keychain. But it works.
Retro gaming got popular as emulators improved and internet access spread. Some people prefer older games because they remember them from childhood. Others think the constraints of early hardware forced...
Category Electronics
I had some ATtiny85 chips lying around my desk. These 8-pin microcontrollers are popular for small projects: 8KB of flash, 6 GPIO pins, and enough grunt to run simple games....
I had some Attiny85 chips lying around my desk and a few free days, so I went looking for projects. I found that Daniel Champagne had already created several games...
When the TinyPi Pro kit arrived, I wasn’t sure I could actually play games on something this small. The whole thing fits on a keychain. But it works.
Retro gaming got popular as emulators improved and internet access spread. Some people prefer older games because they remember them from childhood. Others think the constraints of early hardware forced...
Category DIY
I had some Attiny85 chips lying around my desk and a few free days, so I went looking for projects. I found that Daniel Champagne had already created several games...
When the TinyPi Pro kit arrived, I wasn’t sure I could actually play games on something this small. The whole thing fits on a keychain. But it works.
Retro gaming got popular as emulators improved and internet access spread. Some people prefer older games because they remember them from childhood. Others think the constraints of early hardware forced...
Category windows
If you’ve tried scrolling text over an image in a Win32 application, you’ve probably seen flickering. The text doesn’t draw cleanly over the background. This happens because Windows repaints the...
Reverse engineering is taking apart software to understand how it works. Security researchers use it to analyze malware. Testers use it for black-box security analysis. Sometimes you just want to...
Windows Vista introduced the Desktop Window Manager (DWM), which uses hardware acceleration for the UI and enables the Aero glass effects. Each program writes to its own buffer, and DWM...
Category win32api
If you’ve tried scrolling text over an image in a Win32 application, you’ve probably seen flickering. The text doesn’t draw cleanly over the background. This happens because Windows repaints the...
Windows Vista introduced the Desktop Window Manager (DWM), which uses hardware acceleration for the UI and enables the Aero glass effects. Each program writes to its own buffer, and DWM...
Category Reverse Engineering
Reverse engineering is taking apart software to understand how it works. Security researchers use it to analyze malware. Testers use it for black-box security analysis. Sometimes you just want to...
Category Development
Back in college, I built a Windows music player called Tejash Player using C and the Win32 API. It worked well enough to get published on Softpedia, but the code...
Category Go
Back in college, I built a Windows music player called Tejash Player using C and the Win32 API. It worked well enough to get published on Softpedia, but the code...
Category Projects
Back in college, I built a Windows music player called Tejash Player using C and the Win32 API. It worked well enough to get published on Softpedia, but the code...
Category Open Source
I had some ATtiny85 chips lying around my desk. These 8-pin microcontrollers are popular for small projects: 8KB of flash, 6 GPIO pins, and enough grunt to run simple games....
