Deep Learning With PyTorch
Start solving Computer Vision problems using Deep Learning techniques and the PyTorch framework. Dive into the architecture of Neural Networks, and learn how to train and deploy them on the cloud.
Course Code
DLPT
Type
Intermediate
Available in
Python
Price
$799
Lifetime Access
Official OpenCV Certification
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A glimpse of the topics covered
Course Topics
- Introduction to Artificial Intelligence
- NumPy Refresher
- Introduction to PyTorch
- What is inside an ML algorithm?
- Understanding Neural Networks
- Building Neural Networks in PyTorch
- Building Blocks of a Neural Network
- Multi-Class Classification using PyTorch
- Image Classification
- Convolutional Neural Networks
- LeNet in PyTorch
- Evaluation Metrics for Classification
- Important CNN Architectures
- Optimizers and LR Schedulers
- Training Deep Networks
- Using your own Data
- Model Complexity, Generalization and Handling Overfitting
- Gaining Insights
- Troubleshooting Training with TensorBoard
- Transfer Learning and Fine-Tuning in PyTorch
- Write your own Custom Dataset Class
- PyTorch Lightning
- Introduction to Semantic Segmentation
- PyTorch Segmentation Models and Custom Dataset
- Transposed Convolutions
- Fully Convolutional Networks
- UNet
- Dilated Convolution
- DeepLabV3
- Instance Segmentation
- Introduction to Object Detection
- Hands on with Object Detection
- Classification to Detection
- Non Maximum Supression
- Evaluation Metrics
- Popular Object Detection Architecture
- Understanding Faster RCNN
- Detectron 2
- Ultralytics YOLO
- Create a Custom Object Detector
- DensePose
Tool Kit
Download Curriculum PDF
Testimonials
Certificates
To receive a Certificate of Completion from OpenCV.org, you need to complete the graded quizzes + assignments + projects, with more than 50% marks and within 6 months of enrolling in the course.
Graduation Certificate
Certificate of Completion
You will receive a Certificate of Excellence if you score more than 70% marks on the graded quizzes + assignments + projects within 6 months of enrolling in the course.
Honor Certificate
Certificate of Excellence
This course is available as part of the following Programs
Course
Mastering OpenCV with
Python (Python) - $149
Fundamentals of Computer
Vision & Image Processing
(Python or C++) - $499
Deep Learning with
PyTorch (Python) - $799
Deep Learning with TensorFlow & Keras (Python) - $799
Computer Vision & Deep Learning Applications (Python) - $499
Mastering Generative AI
for Art (Python) - $159
Standard Retail
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Special Pricing
Student Pricing (30% Discount)
Program 1
CVDL Essentials
$948 Original price was: $948.$899Current price is: $899.
Program 2
CVDL
Professional
$1,447 Original price was: $1,447.$1,199Current price is: $1,199.
Program 3
CVDL
Expert
$2,097 Original price was: $2,097.$1,599Current price is: $1,599.
Program 4
CVDL
Master
$2,904 Original price was: $2,904.$1,999Current price is: $1,999.
Essentials
Professional
Expert
Master
Courses Offered
DLPT
Start solving Computer Vision problems using Deep Learning techniques and the PyTorch framework. Dive into the architecture of Neural Networks, and learn how to train and deploy them on the cloud.
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Start your AI journey by learning the fundamentals of Image Processing and Computer Vision through 21 modules, video instructions, code explanations, and example applications.
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DLTK
Gain in-depth knowledge about Neural Networks, prepare datasets and study DeepNet architectures used for solving various Computer Vision problems.
Available in Python
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$799
CVIP
Build a solid understanding of OpenCV tools used for Image Processing, Computer Vision, and Video Processing, and lay a strong foundation for solving Computer Vision problems.
Available in Python & C++
|
$499
MOCV
Start your AI journey by learning the fundamentals of Image Processing and Computer Vision through 21 modules, video instructions, code explanations, and example applications.
Available in Python
|
$149
DLAP
Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.
Available in Python
|
$499
DLTK
Gain in-depth knowledge about Neural Networks, prepare datasets and study DeepNet architectures used for solving various Computer Vision problems.
Available in Python
|
$799
DLPT
Start solving Computer Vision problems using Deep Learning techniques and the PyTorch framework. Dive into the architecture of Neural Networks, and learn how to train and deploy them on the cloud.
Available in Python
|
$799