The field of Computer Vision and Deep Learning has seen unprecedented growth in recent years, driven by advancements in AI and machine learning technologies. Whether you're a beginner looking to break into this field or an experienced professional aiming to deepen your expertise, numerous courses are available online to suit your needs. This article provides a detailed overview of top courses offered by various platforms, highlighting key features, skills covered, and other essential details.
Offered by: Udemy
Duration: 14 hours
Learning Format: Online
Skills Covered: NumPy, OpenCV, Python, Face Detection Software, Tensorflow, Keras, Color Histograms, Grid detection techniques
Fees: INR 549
Source: Course Link
This course provides a solid foundation in computer vision using Python and OpenCV. It covers essential skills like face detection and deep learning techniques using Tensorflow and Keras.
Offered by: Udemy
Duration: 28 hours
Learning Format: Online
Skills Covered: Computer Vision, Object Detection Frameworks, YOLOv8, R-CNNs, Detectron2, SSDs, Neural Style Transfer, Google Deep Dream, ResNets, InceptionV3, DenseNet, MobileNet, EfficientNet, Siamese Networks, Facial Recognition, Point Cloud (3D data), Computer Vision Deep Learning, U-Net, SegNet, GANs, Autoencoders, CNN Techniques
Fees: INR 499
Source: Course Link
This extensive course dives deep into modern computer vision techniques, covering a wide range of frameworks and algorithms essential for advanced applications.
Offered by: Udemy
Duration: 25.5 hours
Learning Format: Online
Skills Covered: Cascade, HOG, OpenCV, Detect faces, Dlib library, CF and CSRT algorithms, Neural networks, Extract pixels, Haarcascade, HOG (Histogram of Oriented Gradients), CNN (Convolutional Neural Networks), LBPH algorithm, GANs
Fees: INR 499
Source: Course Link
Focused on practical applications, this masterclass covers essential techniques and libraries used in computer vision, including facial detection and neural networks.
Offered by: Udemy
Duration: 26 hours
Learning Format: Online
Skills Covered: Computer Vision (CV), Python, TensorFlow, Panoramic images, Object Tracking, Object detection, Numpy, Edge Detection, Shape Detection, Corner Detection, 3D images
Fees: INR 499
Source: Course Link
Ideal for beginners, this course combines theoretical knowledge with hands-on projects, covering basic to advanced computer vision techniques using Python.
Offered by: Udemy
Duration: 11 hours
Learning Format: Online
Skills Covered: Computer Vision models, OpenCV, Master Facial Recognition, Object Detection
Fees: INR 499
Source: Course Link
This course offers a comprehensive introduction to deep learning and computer vision, including practical applications like facial recognition and object detection.
Offered by: Udemy
Duration: 62.5 hours
Learning Format: Online
Skills Covered: Computer Vision, Convolutional Neural Networks, Natural Language Processing, Machine Learning, Artificial Intelligence, Deep Learning, TensorFlow 2
Fees: INR 549
Source: Course Link
An extensive bootcamp designed for those looking to master TensorFlow, this course covers a wide range of topics including CNNs, NLP, and AI.
Offered by: Udemy
Duration: 16 hours
Learning Format: Online
Skills Covered: SSD, Object Detection, Computer vision, GANs, OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, Stable Diffusion, VGG, ResNet, Object Localization Implementation Project
Fees: INR 649
Source: Course Link
This advanced course dives into sophisticated topics in computer vision and deep learning, including the latest models and techniques.
Offered by: Udemy
Duration: 6 hours
Learning Format: Online
Skills Covered: KerasCV, Python, Tensorflow, PyTorch, JAX for Image Recognition, Object Detection, Stable Diffusion
Fees: INR 499
Source: Course Link
This course focuses on the intersection of machine learning and computer vision, emphasizing practical skills in various frameworks.
Offered by: Udemy
Duration: 23 hours
Learning Format: Online
Skills Covered: Machine Learning & Neural Networks for Computer Vision, Time Series Analysis, NLP, GANs, Reinforcement Learning
Fees: INR 649
Source: Course Link
This course covers TensorFlow 2.0 and its applications in deep learning, providing insights into various advanced topics including reinforcement learning and GANs.
Offered by: Udemy
Duration: 14 hours
Learning Format: Online
Skills Covered: Emotion, Age & Gender Classification, London Underground Sign Detection, Monkey Breed, Flowers, Fruits, Simpsons Characters, Neural Networks, Convolutional Neural Networks, R-CNNs, SSDs, YOLO & GANs, Python, Deep Learning Networks, Facial Recognition, Computer Vision API, OpenCV, PyTorch, Caffe, MXNET, CV APIs
Fees: INR 549
Source: Course Link
This course is comprehensive, covering a wide range of topics in computer vision and deep learning with practical applications using various frameworks and tools.
Offered by: Udemy
Duration: 12 hours
Learning Format: Online
Skills Covered: Computer Vision, CV Projects, Object detection, Object Tracking, Object Recognition, CSRT, KCF, Coding Image Processing, Haar Cascade, YOLOv3, LBP
Fees: INR 549
Source: Course Link
This course is ideal for those looking to master computer vision with practical projects and real-world applications, utilizing OpenCV4 and Python.
Offered by: Udemy
Duration: 12 hours
Learning Format: Online
Skills Covered: Convolutional Neural Networks, Tensorflow, Keras, OpenCV, Transform images, Artificial neural networks, Deep learning, SVM, Numpy, Pandas, Matplotlib, Seaborn, Sobel, Laplace, Canny, Naive Bayes
Fees: INR 549
Source: Course Link
Focusing on the application of deep learning and computer vision in autonomous driving, this course covers a range of relevant topics and tools.
Offered by: Udemy
Duration: 48 hours
Learning Format: Online
Skills Covered: Tensors, Tensorflow, Functional API, Model Subclassing, Custom Layers, Confusion Matrix, ROC Curve, Mitigating Overfitting and Underfitting with Dropout, Regularization, Data augmentation, Advanced augmentation, TensorFlow 2, Machine Learning Operations (MLOps), Hyperparameter, Modern convolutional neural networks (Alexnet, Vggnet, Resnet, Mobilenet, EfficientNet), Digit generation with Variational autoencoders (VAE), Face generation with GANs
Fees: INR 649
Source: Course Link
This extensive course dives deep into TensorFlow for computer vision, covering both foundational and advanced topics extensively.
Offered by: Udemy
Duration: 10 hours
Learning Format: Online
Skills Covered: OpenCV4, Python, Face Detectors & Recognizers, Augmented Reality, Computer Vision, Computer Vision and Image Processing, Object Detection, Tracking and Motion Analysis, Python, Numpy, Neural and Convolutional Neural Networks, OCR Reader
Fees: INR 499
Source: Course Link
This course covers practical applications in computer vision, focusing on OpenCV4 and Python for various tasks such as object detection and augmented reality.
Offered by: Udemy
Duration: 26 hours
Learning Format: Online
Skills Covered: Deep learning, KERAS, Recurrent neural network (RNN), Gated Recurrent Unit (GRU), Generative adversarial networks (GANs), Convolutional neural network (CNN), LSTM (Long Short-Term Memory), Data Annotation, ImageNet, Pytorch, Feature extraction, Image annotation
Fees: INR 499
Source: Course Link
This comprehensive course combines theory with 12 hands-on projects, providing a deep dive into computer vision and generative AI techniques.
Offered by: Udemy
Duration: 9.5 hours
Learning Format: Online
Skills Covered: Face Detection, Emotion Detection, Age-Gender Prediction, Realtime Videos
Fees: INR 499
Source: Course Link
A quick starter course focusing on face recognition and related applications, this is ideal for those looking to get started with Python in computer vision.
Offered by: Udemy
Duration: 12 hours
Learning Format: Online
Skills Covered: NumPy, Medical Imaging, CNN, Artificial Neural Networks, PyTorch-Lightning
Fees: INR 649
Source: Course Link
This specialized course applies deep learning techniques using PyTorch for medical image analysis, covering various essential skills and tools.
Offered by: Udemy
Duration: 3 hours
Learning Format: Online
Skills Covered: Video Analytics, Deep Learning, Object Detection, Image Classification, SORT Framework, Object Tracking, Object Detection Models, RCNN, YOLO, HOG, Executable Code of SORT
Fees: INR 549
Source: Course Link
This concise course focuses on object detection in videos using deep learning techniques, ideal for those interested in video analytics.
Offered by: Udemy
Duration: 24 hours
Learning Format: Online
Skills Covered: Artificial Neural Networks (ANNs), Deep Neural Networks (DNNs), Deep Reinforcement Learning Stock Trading Bot, Convolutional Neural Networks (CNNs), Natural Language Processing (NLP), Deep Learning, Computer Vision, GANs, Image Recognition, Recurrent Neural Networks (RNNs), OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion
Fees: INR 3,099
Source: Course Link
A comprehensive course on PyTorch, covering various applications in deep learning and artificial intelligence, including GANs and NLP.
Offered by: Udemy
Duration: 7 hours
Learning Format: Online
Skills Covered: TensorFlow models, Computer Vision, Natural Language Processing, GAN, Convolutional Neural Networks
Fees: INR 499
Source: Course Link
This course provides a solid foundation in TensorFlow for deep learning, covering both computer vision and natural language processing applications.
Offered by: Udacity
Duration: 3 months
Learning Format: Online
Skills Covered: Object detection, PyTorch, Image classification, Data augmentation, K-means clustering, Feature visualization, Convolutional kernels, Object recognition, Hough transform, Convolutional neural networks, Neural network basics, Feature embeddings, 2d image transforms, Facial recognition, Neural network activation, Feature detection
Fees: Not Available
Source: Course Link
A detailed nano degree program that covers various aspects of computer vision, offering extensive practical and theoretical knowledge.
Offered by: Udacity
Duration: 4 Weeks
Learning Format: Online
Skills Covered: Image pre-processing, Transfer learning, Word embeddings, Ethical AI, Diffusion Models, Yolo algorithm, Model evaluation, Text generation, Computer vision fluency, Image classification, Large Language Models, Pandas, Image generation, Training neural networks, Convolutional neural networks, Parameter-Efficient Fine-Tuning, Image segmentation, Computer Vision Transformers, Tokenization, Data quality assessment, GANs
Fees: Not Available
Source: Course Link
This course covers both computer vision and generative AI, focusing on practical applications and ethical considerations.
Offered by: Udacity
Duration: 1 month
Learning Format: Online
Skills Covered: Recurrent neural networks, Attention mechanisms, Long-short term memory networks, Yolo algorithm, Model training, Convolutional neural networks, Neural network memory, Image caption generation
Fees: Not Available
Source: Course Link
Aimed at advanced learners, this course covers sophisticated topics in computer vision and deep learning, including RNNs and attention mechanisms.
Offered by: Udacity
Duration: 4 Weeks
Learning Format: Online
Skills Covered: Azure, Facial recognition, Form recognition, Object detection, Face detection, Bounding boxes, Image classification, Azure cognitive services, Azure video analyzer, Azure model and data deletion, Optical character recognition, Face landmarks and attributes, Azure model and data export, Role-based access control, Model deployment with Azure, Data science fluency, Application monitoring with Azure, Computer vision business context
Fees: Not Available
Source: Course Link
This course provides a comprehensive guide to building computer vision solutions using Azure, ideal for those looking to leverage cloud services for their applications.
Offered by: Udacity
Duration: 4 Weeks
Learning Format: Online
Skills Covered: Neural network basics, Deep learning fluency, Sagemaker jumpstart, Machine learning framework fundamentals, Hyperparameter tuning, Transformer neural networks, Sagemaker debugger, Image classification, Training neural networks, Deep learning model optimization, Transfer learning, PyTorch, Convolutional neural networks, Text classification, Model performance metrics
Fees: Not Available
Source: Course Link
This course covers advanced topics in deep learning, focusing on both computer vision and NLP, with practical applications using PyTorch and other frameworks.
Offered by: Future Learn, Lulea University of Technology
Duration: 3 Weeks
Learning Format: Online
Skills Covered: Computer Vision, Image processing, Machine learning, Deep learning
Fees: Not Available
Source: Course Link
This course is designed for professionals looking to apply computer vision in business and industry, covering essential skills and applications.
Offered by: Future Learn, Cloud Swyft
Duration: 4 Weeks
Learning Format: Online
Skills Covered: Image segmentation, Image features and classical segmentation techniques, Object Classification, Object Detection, Deep image segmentation
Fees: Not Available
Source: Course Link
This course covers applied AI techniques in computer vision and image analysis, ideal for those looking to implement these technologies in real-world scenarios.
Offered by: Future Learn, Microsoft
Duration: 5 Weeks
Learning Format: Online
Skills Covered: Artificial intelligence, machine learning, computer vision, natural language processing, conversational AI
Fees: Not Available
Source: Course Link
This course provides an introduction to AI fundamentals using Microsoft Azure, covering key areas such as computer vision and NLP.
Offered by: Future Learn, Cloud Swyft
Duration: 3 Weeks
Learning Format: Online
Skills Covered: NLP, Deep Learning, Neural models, Statistical Machine Translation, Deep Semantic Similarity Models (DSSM), Vision-Language Multimodal Intelligence
Fees: Not Available
Source: Course Link
This course focuses on applying AI techniques to natural language processing, covering deep learning models and statistical methods.
Offered by: Future, University of New York
Duration: 3 Weeks
Learning Format: Online
Skills Covered: Machine Learning, Deep Learning, Computer Vision, Deep Learning, Autonomous Systems, Ethics of machine learning
Fees: Not Available
Source: Course Link
This introductory course covers deep learning and autonomous systems, emphasizing ethical considerations and real-world applications.
Offered by: Coursera, IBM
Duration: 21 hours
Learning Format: Online
Skills Covered: Image Processing, Artificial Intelligence (AI), Opencv, Computer Vision, Deep Learning
Fees: Not Available
Source: Course Link
This course provides a comprehensive introduction to computer vision and image processing using OpenCV and deep learning techniques.
Offered by: Coursera, Columbia University
Duration: 7 months
Learning Format: Online
Skills Covered: 3d reconstruction, perception, Object Recognition, features and boundaries, Camera and imaging
Fees: Not Available
Source: Course Link
A detailed specialization program that covers the fundamental principles of computer vision, including 3D reconstruction and object recognition.
Offered by: Coursera, University at Buffalo
Duration: 3 Weeks
Learning Format: Online
Skills Covered: Computer Vision, Computer Programming, Matlab
Fees: Not Available
Source: Course Link
An introductory course focusing on the basics of computer vision, with practical programming applications in Matlab.
Offered by: Coursera, DeepLearning.AI
Duration: 19 hours
Learning Format: Online
Skills Covered: Salience, Image Segmentation, Model Interpretability, Class Activation Maps, TensorFlow Object Detection API
Fees: Not Available
Source: Course Link
This advanced course covers computer vision techniques using TensorFlow, focusing on model interpretability and image segmentation.
Offered by: Coursera, Mathworks
Duration: 1 month
Learning Format: Online
Skills Covered: Image Processing, Computer Vision, Object Detection, Matlab, image classification
Fees: Not Available
Source: Course Link
A specialization program that focuses on computer vision applications in engineering and science, covering key techniques and tools.
Offered by: Coursera, Impulse
Duration: 3 Weeks
Learning Format: Online
Skills Covered: Computer Programming, Python Programming, Machine Learning, Microcontroller, Embedded System Development
Fees: Not Available
Source: Course Link
This course explores the intersection of computer vision and embedded systems, focusing on practical applications using Python and machine learning.
Offered by: Coursera, DeepLearning.AI
Duration: 35 hours
Learning Format: Online
Skills Covered: Facial Recognition System, Tensorflow, Convolutional Neural Network, Deep Learning, Object Detection and Segmentation
Fees: Not Available
Source: Course Link
A comprehensive course on convolutional neural networks, covering practical applications in facial recognition and object detection.
Offered by: Coursera, Mathworks
Duration: 2 months
Learning Format: Online
Skills Covered: Image Processing, Image Segmentation, Computer Vision, Object Detection, Deep Learning, MATLAB, Image Classification, Video Processing
Fees: Not Available
Source: Course Link
A professional certificate program aimed at training computer vision engineers, covering a wide range of techniques and tools using MATLAB.
Offered by: Coursera, Mathworks
Duration: 1 month
Learning Format: Online
Skills Covered: Anomaly Detection, Artificial Intelligence (AI), Computer Vision, Object Detection, Deep Learning, classification, Matlab
Fees: Not Available
Source: Course Link
This specialization program covers deep learning applications in computer vision, focusing on techniques like anomaly detection and object detection.
Offered by: Coursera, Microsoft
Duration: 8 hours
Learning Format: Online
Skills Covered: Artificial Intelligence (AI), Computer Vision, Microsoft Azure
Fees: Not Available
Source: Course Link
A short course that covers computer vision techniques using Microsoft Azure, ideal for those looking to leverage cloud services for AI applications.
Offered by: Coursera, Mathworks
Duration: 1 month
Learning Format: Online
Skills Covered: Image Processing, Image Segmentation, Object Detection, Matlab, video processing
Fees: Not Available
Source: Course Link
This specialization focuses on image processing applications in engineering and science, covering key techniques and tools using Matlab.
Offered by: Coursera
Duration: 2 hours
Learning Format: Online
Skills Covered: Convolutional Neural Network, Python Programming, Autoencoder, Mathematical Optimization, PyTorch
Fees: Not Available
Source: Course Link
A short project-based course that covers image segmentation using PyTorch, ideal for those looking to gain hands-on experience in a short amount of time.
Offered by: Coursera
Duration: 2 hours
Learning Format: Online
Skills Covered: Artificial Intelligence (AI), Software Development, APIs, Cloud Computing
Fees: Not Available
Source: Course Link
A practical course focused on building a computer vision application using Azure Cognitive Services, providing a hands-on approach to learning.
Offered by: Coursera, Mathworks
Duration: 13 hours
Learning Format: Online
Skills Covered: Computer Vision, Object Detection, Motion Detection, Optical Flow, Tracking
Fees: Not Available
Source: Course Link
This course covers object tracking and motion detection techniques in computer vision, ideal for those interested in video analytics and surveillance applications.
The field of Computer Vision and Deep Learning is rich with opportunities for learning and growth. Whether you are a beginner or an advanced learner, there is a course tailored to your needs. From comprehensive bootcamps to specialized courses, the options provided in this article offer a wide range of skills and applications to help you advance in this exciting field.