Jacob SolawetzHow to Stand Up FastAPI on Lambda with DockerMany of us enjoy FastAPI, many of us enjoy Lambda, and even more of us enjoy Docker. If you also enjoy all of those things and you want to…4 min read·Aug 9, 2023--3--3
Jacob SolawetzinTowards Data ScienceHow to Train YOLOX On a Custom DatasetThe YOLO family continues to grow with the next model: YOLOX. In this post, we will walk through how you can train YOLOX to recognize…5 min read·Aug 2, 2021--1--1
Jacob SolawetzinTowards Data ScienceLiquid Neural Networks in Computer VisionIn this post, we will discuss the new liquid neural networks and what they might mean for the vision field.4 min read·Feb 12, 2021--1--1
Jacob SolawetzinTowards Data ScienceHow to Try CLIP: OpenAI’s Zero-Shot Image ClassifierEarlier this week, OpenAI dropped a bomb on the computer vision world: two new groundbreaking models that hint at what’s to come as…6 min read·Jan 8, 2021--3--3
Jacob SolawetzinTowards Data ScienceAn Overview of Natural Language ProcessingPractical approaches to processing text with deep learning, explained.5 min read·Jan 6, 2021----
Jacob SolawetzinTowards Data ScienceHow to Train Scaled-YOLOv4 to Detect Custom ObjectsObject detection technology advances with the release of Scaled-YOLOv4. This blog is written to help you apply Scaled-YOLOv4 to your…5 min read·Dec 15, 2020----
Jacob SolawetzinTowards Data ScienceYOLOv4 — Ten Tactics to Build a Better ModelThe YOLO v4 model is currently one of the best architectures to use to train a custom object detector, and the capabilities of the Darknet…6 min read·Nov 13, 2020--2--2
Jacob SolawetzinTowards Data ScienceWhat is a Label Map?In this post, we will demystify the label map by discussing the role that it plays in the computer vision annotation process. Then we will…4 min read·Oct 2, 2020----
Jacob SolawetzinTowards Data ScienceTackling the Small Object Problem in Object DetectionDetecting small objects is one of the most challenging and important problems in computer vision. In this post, we will discuss some of…5 min read·Aug 25, 2020--2--2
Jacob SolawetzinTowards Data SciencePP-YOLO Surpasses YOLOv4 — Object Detection AdvancesBaidu publishes PP-YOLO and pushes the state of the art in object detection research by building on top of YOLOv3, the PaddlePaddle deep…8 min read·Aug 4, 2020--1--1
