AI (playment)

  • Playment partners with Ouster to simplify LiDAR data annotations
    Today, almost all autonomous vehicle companies targeting level-5 autonomy use a setup involving LiDARs calibrated together with cameras working in sync to perceive the world around them. As a result, we’re seeing a huge surge in the demand for data to train the deep learning systems built around these sensors. To this end, we built […] The post Playment partners with Ouster to simplify LiDAR data annotations appeared first on Playment Blogs. Read more »
  • Introducing AI assisted Semantic Segmentation labeling
    The Playment survey on task difficulty suggests that Semantic segmentation is one of the  difficult tasks for our annotators. This inspired us to automate the ground-truth annotation to reduce the workforce efforts and efficiently handle our resources. To this extent, we decided to leverage the existing interactive segmentation methods to retrieve apriori map so that […] The post Introducing AI assisted Semantic Segmentation labeling appeared first on Playment Blogs. Read more »
  • Top 10 Open Image Datasets for Machine Learning Research
    This article would succinctly describe the best ten image datasets used for certain fundamental computer vision problems such as classification, detection and segmentation. Considering traditional computer vision approaches and also to encourage audience who are resource constrained and to seed an idea of getting started with computer vision, this article is planned and crafted in […] The post Top 10 Open Image Datasets for Machine Learning Research appeared first on Playment Blogs. Read more »
  • Small Object Detection: Traffic light & Face detection using Deep learning
    Object detection has been one of the fundamental problems that computer vision is trying to solve. Deep learning approaches on datasets such as PASCAL VOC, MS COCO based on R-CNN, Fast R-CNN, YOLO and several other approaches have been the state-of-the-art in object detection. However, identifying the objects that occupy less than 1% of the […] The post Small Object Detection: Traffic light & Face detection using Deep learning appeared first on Playment Blogs. Read more »
  • Semantic Segmentation: Wiki, Applications and Resources
    In recent years, machine learning technology centered on deep learning has attracted attention. Self driving cars have inculcated deep learning processes that requires the algorithm to identify and learn from the images fed as raw data. Let’s look at how the need for semantic segmentation has evolved. Initial applications of computer vision required the identification […] The post Semantic Segmentation: Wiki, Applications and Resources appeared first on Playment Blogs. Read more »
  • What is deep learning(deep neural network)? A beginner’s guide
    Deep learning is a type of machine learning that mimics the neuron of the neural networks present in the human brain. Computer Vision Deep learning models are trained on a set of images a.k.a training data, to solve a task. These deep learning models are mainly used in the field of Computer Vision which allows […] The post What is deep learning(deep neural network)? A beginner’s guide appeared first on Playment Blogs. Read more »
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