Elven KimHow to extract bounding box coordinate from GroundingDINOZero-shot object detection is a computer vision task to detect objects and their classes in images, without any prior training or knowledge…Jun 15Jun 15
Elven KimHow do we improve the accuracy of our model?We are very eager to start the prediction process. Alas, to our display, the model seems to have low accuracy.May 25May 25
Elven KimFixing image size in machine learningIn the context of image processing and machine learning, particularly in TensorFlow’s object detection API, keep_aspect_ratio_resizer and…May 25May 25
Elven KimHow to solve Exhausted Memory inColab successfullyAs much as we want to utilise the free Colab, we may still run into the issue of EXHAUSTED MEMORY. When that happens, we can try to do a…May 24May 24
Elven KimZero-shot, few-shot and full-shot detectionNope, we are not talking about camera shooting. We are talking about the availability of images for zero-shot detection aka open-shot…May 23May 23
Elven KimConvert number of steps into epochsAs a researcher, we are used to work with epoch — which is basically the full run of training cycles.May 8May 8
Elven KimYOLOv8 real-time detection with Supervision (alternative to OpenCV)I am really blown away by real-time detection by YOLOv8 especially with the ease of Supervision package. The confidence level obtained by…Feb 272Feb 272
Elven KimHow do we deploy YOLOv8 on Raspberry Pi 5After trying out many AI models, it is time for us to run YOLOv8 on the Raspberry Pi 5. Let me walk you thru the process.Feb 9Feb 9
Elven KimYOLOv8 and custom object detection — Roboflow colabScratching your head how to deploy YOLOv8 to Raspberry Pi 5, to detect custom object such as holes? Just follow my easy 6 steps!Feb 3Feb 3
Elven KimWhat is the standard train split ratio?I am sure that we all quite aware about having 80% of our dataset as training. As for the rest, valid and test, the remaining percentage is…Feb 2Feb 2
