Free annotation tools for Deep Learning, Computer Vision and Natural Language Processing tasks.
Computer Vision
CNN ARCHITECTURES: DENSENET
This is part of the CNN Architectures series by Dimitris Katsios. Find all CNN Architectures online: Notebooks: MLT GitHubVideo tutorials: YouTubeSupport MLT on Patreon DenseNet We will use the tensorflow.keras Functional API to build DenseNet from the original paper: “Densely Connected Convolutional Networks” by Gao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger. In the paper we can read: [i] “Note that … Continue reading CNN ARCHITECTURES: DENSENET
CNN ARCHITECTURES: SQUEEZENET
This is part of the CNN Architectures series by Dimitris Katsios. Find all CNN Architectures online: Notebooks: MLT GitHubVideo tutorials: YouTubeSupport MLT on Patreon SqueezeNet We will use the tensorflow.keras Functional API to build SqueezeNet from the original paper: “SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size” by Forrest N. Iandola, Song Han, Matthew W. Moskewicz, Khalid Ashraf, … Continue reading CNN ARCHITECTURES: SQUEEZENET
CNN ARCHITECTURES: XCEPTION
Extract the most important information from a CNN paper and learn how to code up the architecture. This time: "Xception: Deep Learning with Depthwise Separable Convolutions"
CNN ARCHITECTURES (1-5)
What's the most important implementation information in a Deep Learning paper and how do we code it up? MLT Director Dimitris Katsios shows you exactly that with a series on CNN Architectures including notebooks, visualizations and videos. To kick off the series, Dimitris picked some of the earliest Convolutional Neural Network papers. This series will … Continue reading CNN ARCHITECTURES (1-5)
NEW MEMBERS ON THE MLT BOARD OF DIRECTORS
We are honored and excited to welcome Dimitris Katsios and Alisher Abdulkhaev to the MLT Board of Directors. Both have been part of our Computer Vision Team since 2018, they have been tirelessly supporting the community, teaching CNN architectures in numerous workshops in Tokyo and have always been an essential part of the organization. They … Continue reading NEW MEMBERS ON THE MLT BOARD OF DIRECTORS