Melanoma, one of most dangerous types of skin cancer, re-sults in a very high mortality rate. Early detection and resection are two key points for a successful cure. Recent research has used artificial intelligence to classify melanoma and nevus and...
Pytorch implementation of the "Dermatologist-level classification of skin cancer with deep neural networks" research paper. Smaller dataset supplied by Udacity. (⭐ 16)
Supporting code for Deep Neural Network or Dermatologist? (⭐ 10)
In this paper, the effectiveness and capability of convolutional neural networks have been studied in the classification of 8 skin diseases. Different pre-trained state-of-the-art architectures (DenseNet 201, ResNet 152, Inception v3, InceptionResNet...
Points: 596 | Comments: 279 | Author: capocannoniere
Interpretability is essential for user trust in real-world anomaly detection applications. However, deep learning models, despite their strong performance, often lack transparency. In this work, we study the interpretability of autoencoder-based mode...
One that is very profound, mind blowing, and deep in its nature. ...
Automated recognition and simplification of fillet features in CAD models is critical for CAE analysis, yet it remains an open challenge. Traditional rule-based methods lack robustness, while existing deep learning models suffer from poor generalizat...
We describe an extension of the DeepMind Kinetics human action dataset from 400 classes, each with at least 400 video clips, to 600 classes, each with at least 600 video clips. In order to scale up the dataset we changed the data collection process s...
Deep Networks with Stochastic Depth (⭐ 481)
The present paper provides some new stochastic inequalities for the characteristics of the $M/GI/1/n$ and $GI/M/1/n$ loss queueing systems. These stochastic inequalities are based on substantially deepen up- and down-crossings analysis, and they ar...
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Precise determination and assessment of bladder cancer (BC) extent of muscle invasion involvement guides proper risk stratification and personalized therapy selection. In this context, segmentation of both bladder walls and cancer are of pivotal impo...
De novo molecular design with deep molecular generative models for protein-protein interaction(PPI) inhibitors (⭐ 22)
Large-scale ligand-based virtual screening for potential SARS-Cov-2 inhibitors using a deep neural network (⭐ 52)
I am thinking about buying C&B Gather deep sectional in Icon stone fabric. I really like the bench cushions but I have heard that they are sinking more then individual ones. Anyone own the bench C...
meme 是流形空间中具有语义关系（可以计算余弦距离）的节点网络中的motif，它是通过流形学习从多模态表示中学习到的。 Motif具有具身信息，就像 Deepmind 的 Genie2 中的信息一样， …
shares in a meme reflecting opinion on its potential popularity. "Deep-fried" memes refer to those that have been distorted and run through several filters
Circuit using the RP2040 Pico microcontroller to monitor a 20V DeWalt battery and give an alarm and eventually shutoff the battery load to avoid deep discharging. (⭐ 4)