Главная
Study mode:
on
You
History
Saved
In progress
0 courses
compleat
0 courses
#Art & Design
#Adobe
#ChatGPT
#GitHub
#ResNet
Showing:
22
courses
Sort by Relevancy
Highest rated
Lowest rated
Most recently added
University of Central Florida
Computer Vision Architecture Evolution: ConvNets to Transformers - Lecture 21
0
rewiews
Explore the evolution of vision architectures, comparing SWIN and CNNs, and learn about modernizing ConvNets with macro and micro design changes for improved performance.
Add to list
24
Lesons
33 minutes
On-Demand
Free-Video
University of Central Florida
CAP6412 - Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
0
rewiews
Explore skip connections in ResNets, their impact on adversarial examples, and implications for model robustness and transferability in deep learning.
Add to list
10
Lesons
28 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)
Scaling Insights from Infinite-Width Theory for Next Generation Architectures and Learning Paradigms
0
rewiews
Explore scaling insights from infinite-width theory for advanced architectures and learning paradigms. Gain understanding of optimal scaling rules across various models and their impact on training stability and generalization.
Add to list
1
Lesons
51 minutes
On-Demand
Free-Video
TensorFlow
Distributed TensorFlow Training - Google I/O 2018
0
rewiews
Learn to scale TensorFlow training across multiple GPUs and machines efficiently. Explore distribution strategies, performance optimization techniques, and practical implementation using Google Cloud.
Add to list
23
Lesons
35 minutes
On-Demand
Free-Video
Linux Foundation
BlindAI - An Open-source Solution for Privacy-friendly AI Deployment
0
rewiews
Explore BlindAI, an open-source project leveraging Confidential Computing for privacy-friendly AI deployment. Learn about end-to-end encryption, ONNX model support, and real-world applications in document analysis and medical imaging.
Add to list
1
Lesons
31 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany
End to End Object Detection With Transformers
0
rewiews
Comprehensive walkthrough of Facebook's DETR model, covering implementation details, attention visualization, and training process for end-to-end object detection using transformers.
Add to list
13
Lesons
1 hour 43 minutes
On-Demand
Free-Video
Aleksa Gordić - The AI Epiphany
ConvNeXt- A ConvNet for the 2020s - Paper Explained
0
rewiews
Explore ConvNeXt, a modern ConvNet outperforming vision transformers in computer vision tasks. Learn about its design, training, and performance across various applications.
Add to list
10
Lesons
40 minutes
On-Demand
Free-Video
Yannic Kilcher
Axial-DeepLab - Stand-Alone Axial-Attention for Panoptic Segmentation
0
rewiews
Explore a novel approach to image processing using axial-attention, combining positional embeddings and factorized self-attention to achieve state-of-the-art results in image segmentation tasks.
Add to list
9
Lesons
56 minutes
On-Demand
Free-Video
Yannic Kilcher
Deep Residual Learning for Image Recognition - Paper Explained
0
rewiews
Explore deep residual learning for image recognition, covering the problem of depth, residual connections, and their impact on neural network performance in computer vision tasks.
Add to list
12
Lesons
31 minutes
On-Demand
Free-Video
Samuel Chan
TorchVision Quick Start - Building an Image Classifier in 10 Minutes
0
rewiews
Build an image classifier for orangutans and komodo dragons using PyTorch's torchvision library and a pretrained ResNet model. Learn to leverage pre-trained models for quick and effective computer vision tasks.
Add to list
1
Lesons
17 minutes
On-Demand
Free-Video
Aladdin Persson
TensorFlow Tutorial - Model Subclassing with Keras - Part 8
0
rewiews
Learn to build flexible TensorFlow models using Keras subclassing, including a ResNet-like model with skip connections. Gain advanced model creation skills beyond Sequential and Functional APIs.
Add to list
1
Lesons
23 minutes
On-Demand
Free-Video
Derek Banas
Transfer Learning with TensorFlow - Live Coding and Explanation
0
rewiews
Comprehensive live coding session on transfer learning with TensorFlow, covering model reuse, data processing, CNN architectures, and performance optimization techniques for efficient deep learning.
Add to list
14
Lesons
2 hours 23 minutes
On-Demand
Free-Video
Institute for Pure & Applied Mathematics (IPAM)
Trustworthy Deep Learning
0
rewiews
Explore robust, accurate, efficient, and private deep learning with theoretical guarantees, drawing insights from differential equations for trustworthy AI applications.
Add to list
6
Lesons
32 minutes
On-Demand
Free-Video
IEEE Signal Processing Society
SPACE Webinar Series: Adaptive Dynamic Scanning and Task-Driven Image Reconstruction
0
rewiews
Prof. Bin Dong explores signal processing challenges, focusing on image reconstruction, deep learning applications, and task-driven approaches in computer vision and medical imaging.
Add to list
23
Lesons
1 hour 23 minutes
On-Demand
Free-Video
Code With Aarohi
Explained Identity Block and Convolution Block in ResNet - Residual Networks
0
rewiews
Practical explanation of identity and convolutional blocks in ResNet, including line-by-line code breakdown and discussion of residual concepts in deep learning architectures.
Add to list
8
Lesons
24 minutes
On-Demand
Free-Video
Steve Brunton
Neural ODEs - From ResNet to Continuous-Time Machine Learning
0
rewiews
Explore Neural ODEs: a powerful machine learning approach for learning ODEs from data. Discover its advantages over ResNet and extensions like HNNs and LNNs.
Add to list
11
Lesons
25 minutes
On-Demand
Free-Video
Steve Brunton
Designing an Architecture for Physics-Informed Machine Learning - Part 3
0
rewiews
Explore various neural network architectures for physics-informed machine learning, including ResNets, UNets, and PINNs. Learn how to incorporate physical principles and symmetries into model design for improved performance.
Add to list
15
Lesons
37 minutes
On-Demand
Free-Video
Devoxx
Deep Learning - Devoxx Crowd Counting in Realtime
0
rewiews
Practical introduction to deep learning, showcasing real-time crowd counting at Devoxx. Covers model deployment, framework comparison, and leveraging pre-trained models for predictive power.
Add to list
1
Lesons
39 minutes
On-Demand
Free-Video
Yannic Kilcher
SpineNet - Learning Scale-Permuted Backbone for Recognition and Localization
0
rewiews
Explores SpineNet, a novel CNN architecture using scale-permuted features and cross-scale connections, outperforming traditional models in object detection and classification tasks.
Add to list
11
Lesons
36 minutes
On-Demand
Free-Video
ChemicalQDevice
QML Neuroradiology - Product Innovation for Alzheimer's Classification
0
rewiews
Explore quantum-enhanced Alzheimer's classification using hybrid models. Analyze recent studies, discuss potential applications, and evaluate the impact of quantum computing on medical imaging advancements.
Add to list
1
Lesons
1 hour 15 minutes
On-Demand
Free-Video
ChemicalQDevice
Deep Learning with Quantum and Classical Parameters
0
rewiews
Explore end-to-end differentiation in QML/QiML AI, focusing on quantum-inspired workflows, quantum transfer learning, and troubleshooting techniques for improved AI accuracies and utilities.
Add to list
1
Lesons
1 hour 18 minutes
On-Demand
Free-Video
USENIX
MD-ML: Super Fast Privacy-Preserving Machine Learning for Malicious Security with Dishonest Majority
0
rewiews
Explore groundbreaking advances in privacy-preserving machine learning with MD-ML framework, offering enhanced security and efficiency for multi-party computation in neural network inference and training.
Add to list
1
Lesons
12 minutes
On-Demand
Free-Video
load more...