That’s exactly why I built a Python-based ... process these using Pillow, trimming dimensions and compressing them just enough to keep clarity while shedding weight. And it’s not just a niche concern.

In addition to the ML models, I also experimented with several DL models such as LSTM, GRU, CNN, and BERT. To improve the performance of the BERT model, I fine-tuned it using the ktrain library. By ...

First, use yolov5 for object detection. Second, image classification for traffic light and traffic sign. Furthermore, the GUI of this project makes it more user-friendly for users to realize the image ...