Elven KimEasy YOLOv8 with detection scores and FPSContinuing from previous story, I managed to solve the FPS and detection scores. For detection scores, apparently it is already a default…19h ago19h ago
Elven KimReview on intel D435 / D415 realsense cameraLuckily the realsense cameras are still supported by Intel. So, which do we choose? Intel realsense D435 or realsens D415?2d ago2d ago
Elven KimDual Focal Loss (DFL) in YOLO colabEver wonder what is DFL when you look at the training loss in YOLO? Let’s define it!5d ago5d ago
Elven KimEasy ABC steps to YOLOv8 custom detection on Raspberry Pi5How can we easily do custom object detection on Raspberry pi?? Let’s try these few easy ABC steps with the videoguide and colab!5d ago5d ago
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