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$999 $649
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
Programs
Mastering OpenCV with
Python (Python) - $249
Fundamentals of Computer
Vision & Image Processing
(Python or C++) - $599
Deep Learning with
PyTorch (Python) - $999
Deep Learning with TensorFlow & Keras (Python) - $999
Computer Vision & Deep Learning Applications (Python) - $699
Mastering Generative AI
for Art (Python) - $299
Standard Retail
Summer Sale Pricing
Black Friday Sale
Student Pricing (20% Discount)
CVDL Essentials
$1099
$714
CVDL Professional
$1499
$974
CVDL Expert
$1999
$1299
CVDL Master
$2499
$1624
Essentials
$714
Professional
$974
Expert
$1299
Master
$1624
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.
Available in Python
|
$999 $649
GENAI
Dive deep into Stable Diffusion. Learn all the techniques of generating images, fine-tuning Stable Diffusion on your own images and even training a GPT language model.
Available in Python
|
$299 $194
DLAP
Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.
Available in Python
|
$699 $454
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++
|
$599 $389
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
|
$249 $162
DLTK
Gain in-depth knowledge about Neural Networks, prepare datasets and study DeepNet architectures used for solving various Computer Vision problems.
Available in Python
|
$999 $649
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++
|
$599 $389
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
|
$249 $162
DLAP
Build systems and applications using advanced Computer Vision and Deep Learning techniques, and understand deployment using cloud-based services.
Available in Python
|
$699 $454
DLTK
Gain in-depth knowledge about Neural Networks, prepare datasets and study DeepNet architectures used for solving various Computer Vision problems.
Available in Python
|
$999 $649
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
|
$999 $649
GENAI
Dive deep into Stable Diffusion. Learn all the techniques of generating images, fine-tuning Stable Diffusion on your own images and even training a GPT language model.
Available in Python
|
$299 $194
Frequently Asked Questions
To get the most from our courses, you should possess a working knowledge of Python or a similar programming language. For the courses offered in C++, you should have a basic proficiency in C++.
Aside from the programming experience mentioned above, the series of courses are designed to take you from the fundamentals in Image Processing and Computer Vision through more advanced topics in Deep Learning. If you are looking to jump in directly to our Deep Learning courses, then you should have a good understanding of the foundational material in Image Processing and Computer Vision.
Upon finishing a course, you will be awarded a certificate of completion from OpenCV.org. To qualify for the certificate, you must complete all graded quizzes, assignments, and projects, obtaining a score of at least 50% within six months of enrollment. If your score exceeds 70%, you will be granted an Honor Certificate.