Datasets If you are looking for lists of datasets, please have a look at this overview page. Computer Vision EMNIST Kuzushiji-MNIST Robotics and Autonomous Systems Introduction to the Argoverse dataset Introduction to the Lyft Level 5 dataset Introduction to the NuScenes dataset Generate RGB point clouds (XYZRGB) with LyftLevel5 and NuScenes datasets Mathematics Activation Functions for Neural Networks max and argmax The Biggest Benefit of Programming Languages That Have an Array Index 0 Metrics Classification metrics Cosine Distance Implementations Regression metrics Practical Things Audio LSTMs and GRUs for Speech to Text - effects of acoustic features, model architecture and units Computer Vision 2-Point Bounding Boxes vs. Rotated Bounding Boxes Processing Segment Anything (SAM) Predictions Progressive Sprinkles and Salt-and-Pepper Noise A closer look at the YOLO(v4) performance on the COCO validation set Misc Common Mistakes in Machine Learning and Data Science How to deal with outliers? Latency vs. Throughput in Machine Learning Pipelines Model Size vs. Model Usefulness Why Chatbots suck and don’t deliver as promised Why Recommender Systems Suck Why Trading Bots Fail