Computer Vision Bootcamp with Python: YOLO, SAM & RF-DETR

Learn Object Detection & Segmentation — Master YOLO, SAM & RF-DETR with Hands-On Projects

Welcome to the  Course. This comprehensive course covers YOLO-NAS, Segment Anything Model, and ChatGPT, providing hands-on projects, practical applications, and web app development using Flask and Streamlit with Real World 16+ projects. The course covers Object Detection, Tracking & Web Apps Development using popular frameworks like Flask and Streamlit. The course also includes Image Segmentation using  YOLO-NAS and the Segment Anything Model. But that's not all! We go even further by delving into Streamlit Apps Development, combining the prowess of YOLO-NAS and ChatGPT.

What will you learn in this course:

YOLO-NAS : A New Foundation Model for Object Detection

What's New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?

YOLO-NAS Implementation | Windows

Object Detection with YOLO-NAS on Images

Object Detection with YOLO-NAS on Videos

Object Detection with YOLO-NAS on Live Webcam Feed

Run YOLO-NAS in Google Colab

YOLO-NAS + DeepSORT Tracking

YOLO-NAS + DeepSORT Tracking on Custom Dataset

YOLO-NAS with SORT Object Tracking

Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking

Building a Computer Vision Web App & Why UI is important

Streamlit with YOLO-NAS Integration

Streamlit YOLO-NAS on Images

Streamlit YOLO-NAS on Videos

Deploy Your Streamlit Web Application

Streamlit  App to Count the Vehicles Entering and Leaving

Empty Shelf Detection using YOLO-NAS

License Plate Detection using YOLO-NAS

Automatic Number Plate Recognition using YOLO-NAS and EasyOCR

Automatic Number Plate Recognition using YOLO-NAS and PaddleOCR

YOLO-NAS Multi-Cam Number Plate Recognition App

Face Detection  using YOLO-NAS

Face Blurring using YOLO-NAS

Face Detection and Gender Classification using YOLO-NAS

Vehicle Intensity Heatmaps | YOLO-NAS

Integrating YOLO-NAS with Flask and Creating a WebApp

Personal Protective Equipment (PPE) Detection with YOLO-NAS

Web App- Personal Protective Equipment (PPE)  Detection

Web App- Vehicles Counting (Entering and Leaving) using YOLO-NAS and SORT Object Tracking

Streamlit Apps with YOLO-NAS and ChatGPT

Create ChatGPT Article Generator with Python and Streamlit

Vegetables Detection with YOLO-NAS

Create a Streamlit app using YOLO-NAS and ChatGPT to generate recipes

Segment Anything Model Introduction

YOLO-NAS + SAM: Image Segmentation using YOLO-NAS and Segment Anything Model