Mlearning.ai

MARCH 26, 2023

Learn to clean and preprocess text by removing stopwords, special characters, and applying stemming or lemmatizing. Learn the basics of neural networks for image datasets and how convolutional neural networks (CNNs) work their magic in image classification tasks. Craft a CNN model with TensorFlow or PyTorch.

Data Science 52

Data Science EDA Decision Trees Machine Learning 52

DagsHub

FEBRUARY 8, 2024

2) Deep learning algorithms with two stages, including examples such as various R-CNN models faster object separation from the background with faster speeds and higher accuracy. The core of EfficientDet is the EfficientNet , a ConvNet model that investigates how ConvNet topologies scale. YOLO is still faster than R-CNN.

Deep Learning 52

Deep Learning Deep Learning Algorithm Machine Learning 52

Heartbeat

DECEMBER 14, 2023

is well known for his work on optical character recognition and computer vision using convolutional neural networks (CNN), and is a founding father of convolutional nets. is well known for his work on optical character recognition and computer vision using convolutional neural networks (CNN), and is a founding father of convolutional nets.

Deep Learning 52

Deep Learning Deep Learning Machine Learning Machine Learning 52

Mlearning.ai

JUNE 16, 2023

Practitioners first trained a Convolutional Neural Network (CNN) to perform image classification on ImageNet (i.e. investigated transfer learning for Medical Imaging and concluded that “transfer learning offers limited performance gains” and “the ImageNet task is not necessarily a good indication of success on medical datasets.”

AI 52

AI AI ML ML 52

The MLOps Blog

MARCH 28, 2024

TL;DR GPUs can greatly accelerate deep learning model training, as they are specialized for performing the tensor operations at the heart of neural networks. The GPU’s cores are specialized for performing the matrix multiplications at the heart of DL algorithms. GPUs are typically the most expensive resource in a training pipeline.

Deep Learning 52

Deep Learning Deep Learning Data Pipeline Machine Learning 52

Heartbeat

FEBRUARY 8, 2024

Cross-modal retrieval techniques let us investigate and glean valuable insights from multimodal material by using the connections between visuals and text. These embeddings are matched with image features extracted from a pre-trained CNN, such as VGG16 or Inception, to identify visually relevant images.

Deep Learning 52

Deep Learning Deep Learning Natural Language Processing Supervised Learning 52

Hacker News

MAY 23, 2023

One day in February 2000, for example, the hacker MafiaBoy knocked out Fifa.com , Amazon.com , Dell , E-Trade , eBay , CNN , as well as Yahoo , at the time the largest search engine on the Internet. They did not know that the target of their investigation was being decimated. Further investigations confirmed the point of the attack.

Internet of Things 177

Internet of Things Computer Science Computer Science 177