Computer Vision Courses and Certifications

Career Certificate

The Computer Vision Bootcamp

Aprende a desplegar en AWS un pipeline de visión por computador que combina detección, Vision Transformers y segmentación con Meta’s SAM.

• Zero To Mastery
• 6 hours
• Self-Paced
• Paid Course

Practical Computer Vision with PyTorch

Build and fine-tune computer vision models in PyTorch through coding demos and projects covering image classification, object detection, segmentation, and generative modeling.

• openHPI
• 2 weeks
• Self-Paced
• Free Certificate

Develop computer vision solutions in Azure

Build Azure computer vision solutions for image analysis, OCR, face analysis, custom image models, video insights, multimodal chat, and AI image generation.

• Microsoft Learn
• 6 hours 35 minutes
• Self-Paced
• Free Online Course

NPTEL;  IIT Hyderabad

Deep Learning for Computer Vision

1 rating

The automatic analysis and understanding of images and videos, a field called Computer Vision, occupies significant importance in applications including security, healthcare, entertainment, mobility, etc.

• YouTube
• 1 day 16 hours
• Self-Paced
• Free Video

Deep Learning for Images with PyTorch

839 ratings at DataCamp

This course on deep learning for images using PyTorch will equip you with the practical skills and knowledge to excel in image classification, object detection, segmentation, and generation.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Computer Vision

An accelerated introduction to computer vision spanning convolutional neural networks, object detection, and semantic segmentation.

• YouTube
• 3 hours 30 minutes
• Self-Paced
• Free Video

NPTEL-NOC IITM

Modern Computer Vision - Advanced Deep Learning Techniques for Image Processing

Trace the shift from hand-engineered image features and geometric reconstruction to deep networks for detection, segmentation, and vision-language tasks.

• YouTube
• 1 day 7 hours 34 minutes
• Self-Paced
• Free Video

James Briggs

Computer Vision and Search Course

Trace image search from color histograms and visual words to CLIP-based zero-shot classification and object detection.

• YouTube
• 4 hours 34 minutes
• Self-Paced
• Free Video

Computer Vision - Fall 2023

Moves from image filtering and hand-crafted features to neural networks for image classification, object detection, and segmentation.

• YouTube
• 1 day 15 hours 29 minutes
• Self-Paced
• Free Video

Computer Vision - Fall 2022

Explore how computer vision turns digital images into detected objects and segmented scenes, from filtering and edge detection to convolutional neural networks.

• YouTube
• 20 hours 53 minutes
• Self-Paced
• Free Video

Computer Vision - Fall 2021

Builds from image filtering and features to neural network methods for classifying images, detecting objects, and segmenting scenes.

• YouTube
• 1 day 4 hours 49 minutes
• Self-Paced
• Free Video

University of Tübingen

Computer Vision

A lecture series on reconstructing 3D scene structure from images through camera geometry, stereo, motion, and graphical models.

• YouTube
• 15 hours
• Self-Paced
• Free Online Course

Murtaza's Workshop - Robotics and AI

Learn Computer Vision with Jetson Nano Using Python

Learn computer vision on Jetson Nano through Python projects for face tracking, object tracking, lane following, and face attendance.

• YouTube
• 4 hours 32 minutes
• Self-Paced
• Free Video

NPTEL;  IIT Guwahati

Computer Vision and Image Processing - Fundamentals and Applications

Explores computer vision fundamentals from image formation and reconstruction through image processing, feature extraction, machine learning, and visual tracking.

• YouTube
• 1 day 13 hours
• Self-Paced
• Free Video

CodeEmporium

Computer Vision 101 - Neural Networks

Explores how convolutional neural networks power visual recognition, detection, and segmentation, from receptive fields to modern architectures.

• YouTube
• 8 hours 47 minutes
• Self-Paced
• Free Video