Udemy Practical Computer Vision Mastery 20 Python AI Projects 2025

Udemy Practical Computer Vision Mastery 20 Python AI Projects 2025

Name	Udemy - Practical Computer Vision Mastery 20+ Python & AI Projects (6.2025)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	13.6 GB
Total Files	509
Last Seen
Hash	3C423B46044BFB8345E59880906D6E6BFE9AFA2B

/1 - Introduction/
1 - Introduction.mkv	66.2 MB
1 - Introduction/
1 - Introduction.srt	2.3 KB
10 - Project 3 Object Detection Using Yolov7 with Python Computer Vision/
49 - Introduction of the Object Detection using yolov7.mkv	6.5 MB
49 - Introduction of the Object Detection using yolov7.srt	0.4 KB
50 - 3.Object-Detection.zip	79.0 MB
50 - Object Detection Project Overview.mkv	3.6 MB
50 - Object Detection Project Overview.srt	0.9 KB
51 - Understanding Key Packages for Object Detection.mkv	7.6 MB
51 - Understanding Key Packages for Object Detection.srt	1.4 KB
52 - Understanding the YOLOv7tiny Model Weights.mkv	4.0 MB
52 - Understanding the YOLOv7tiny Model Weights.srt	0.7 KB
53 - RealTime Object Detection with YOLOv7tiny.mkv	25.8 MB
53 - RealTime Object Detection with YOLOv7tiny.srt	3.3 KB
54 - Building a Tkinter GUI for RealTime Object Detection.mkv	17.1 MB
54 - Building a Tkinter GUI for RealTime Object Detection.srt	2.2 KB
55 - Executing RealTime Model Inference for Object Detection.mkv	32.7 MB
55 - Executing RealTime Model Inference for Object Detection.srt	2.0 KB
11 - Project 4 AIPowered Weapon Detection for Enhanced Security with Python CV/
56 - Introduction of the Weapon Detection using YOLOv7.mkv	11.0 MB
56 - Introduction of the Weapon Detection using YOLOv7.srt	2.1 KB
57 - 4.wepon-detection.zip	553.1 MB
57 - Weapon Detection Project Overview.mkv	7.3 MB
57 - Weapon Detection Project Overview.srt	1.9 KB
58 - Setup in Google Colab for Weapon Detection Model Training.mkv	8.4 MB
58 - Setup in Google Colab for Weapon Detection Model Training.srt	0.8 KB
59 - Mounting Google Drive on Google Colab.mkv	5.0 MB
59 - Mounting Google Drive on Google Colab.srt	0.5 KB
60 - Utilizing Sohas Weapon Detection Dataset for Weapon Detection.mkv	19.5 MB
60 - Utilizing Sohas Weapon Detection Dataset for Weapon Detection.srt	1.7 KB
61 - Cloning YOLOv7 Repository and Installing Required Packages.mkv	10.0 MB
61 - Cloning YOLOv7 Repository and Installing Required Packages.srt	1.0 KB
62 - Visualizing the Weapon Detection Dataset.mkv	9.3 MB
62 - Visualizing the Weapon Detection Dataset.srt	0.6 KB
63 - Splitting the Weapon Detection Dataset.mkv	23.8 MB
63 - Splitting the Weapon Detection Dataset.srt	1.9 KB
64 - Detailed Walkthrough of YOLOv7 Code for Weapon Detection.mkv	264.7 MB
64 - Detailed Walkthrough of YOLOv7 Code for Weapon Detection.srt	18.9 KB
65 - Training the YOLOv7 Model for Weapon Detection.mkv	51.4 MB
65 - Training the YOLOv7 Model for Weapon Detection.srt	2.6 KB
66 - Model Inference for Weapon Detection.mkv	63.3 MB
66 - Model Inference for Weapon Detection.srt	6.8 KB
12 - Project 5 RealTime EntryExit Occupancy Tracker using Python OpenCV/
67 - Intro to RealTime EntryExit Tracking for Smart Occupancy Management.mkv	12.1 MB
67 - Intro to RealTime EntryExit Tracking for Smart Occupancy Management.srt	2.2 KB
68 - 5.People-Counting-System.zip	27.0 MB
68 - Understanding the YOLOv8 Algorithm.mkv	6.5 MB
68 - Understanding the YOLOv8 Algorithm.srt	1.4 KB
69 - Setting Up and Exploring Essential Packages.mkv	3.2 MB
69 - Setting Up and Exploring Essential Packages.srt	0.6 KB
70 - Key Variables and Their Role in YOLOv8.mkv	6.5 MB
70 - Key Variables and Their Role in YOLOv8.srt	1.4 KB
71 - People Counting Logic and Function Implementation.mkv	3.0 MB
71 - People Counting Logic and Function Implementation.srt	0.7 KB
72 - Accessing and Using Line Coordinates for Tracking.mkv	4.1 MB
72 - Accessing and Using Line Coordinates for Tracking.srt	0.9 KB
73 - Implementing People Counting with YOLOv8 Model Inference.mkv	51.1 MB
73 - Implementing People Counting with YOLOv8 Model Inference.srt	6.0 KB
74 - Tkinter Implementation for RealTime People Counting.mkv	12.0 MB
74 - Tkinter Implementation for RealTime People Counting.srt	1.7 KB
75 - Package Installation for People Counting System.mkv	6.1 MB
75 - Package Installation for People Counting System.srt	0.6 KB
76 - Drawing Lines on Images for People Counting.mkv	13.1 MB
76 - Drawing Lines on Images for People Counting.srt	1.8 KB
77 - Getting Line Coordinates Using Roboflow for People Counting.mkv	10.1 MB
77 - Getting Line Coordinates Using Roboflow for People Counting.srt	1.3 KB
78 - People In and Out Counting Code Execution.mkv	142.2 MB
78 - People In and Out Counting Code Execution.srt	5.6 KB
13 - Project 6 Facial Emotion Detection Recognition using Python OpenCV/
79 - Introduction of the Facial Emotion Detection.mkv	50.6 MB
79 - Introduction of the Facial Emotion Detection.srt	3.4 KB
80 - 6.Facial-Emotion-Detection.zip	263.5 MB
80 - Facial Emotion Detection Project Overview.mkv	2.1 MB
80 - Facial Emotion Detection Project Overview.srt	0.6 KB
81 - Set up Google Colab.mkv	21.5 MB
81 - Set up Google Colab.srt	0.7 KB
82 - Facial Emotion Detection Dataset Download.mkv	22.8 MB
82 - Facial Emotion Detection Dataset Download.srt	1.3 KB
83 - Dataset Visualization.mkv	45.5 MB
83 - Dataset Visualization.srt	2.2 KB
84 - Pretrained yolov9 model weight file download.mkv	20.3 MB
84 - Pretrained yolov9 model weight file download.srt	1.1 KB
85 - yolov9 model info.mkv	19.6 MB
85 - yolov9 model info.srt	2.9 KB
86 - yolov9 model code explanation.mkv	203.1 MB
86 - yolov9 model code explanation.srt	13.2 KB
87 - yolov9 model training.mkv	62.6 MB
87 - yolov9 model training.srt	4.4 KB
88 - Model Inference Explanation.mkv	88.5 MB
88 - Model Inference Explanation.srt	13.9 KB
89 - Code Execution.mkv	22.6 MB
89 - Code Execution.srt	3.6 KB
14 - Project 7 LLMPowered License Plate Detection Recognition with Python CV/
100 - Getting Polygon Coordinates Using Roboflow for License Plate Detection.mkv	53.7 MB
100 - Getting Polygon Coordinates Using Roboflow for License Plate Detection.srt	1.7 KB
101 - Obtaining the NVIDIA NIM API Key for Vehicle License Plate Detection.mkv	11.7 MB
101 - Obtaining the NVIDIA NIM API Key for Vehicle License Plate Detection.srt	0.4 KB
102 - Vehicle License Plate Detection and Tracking Code Execution.mkv	43.9 MB
102 - Vehicle License Plate Detection and Tracking Code Execution.srt	2.7 KB
90 - Introduction to RealTime License Plate Detection and Recognition.mkv	21.7 MB
90 - Introduction to RealTime License Plate Detection and Recognition.srt	1.4 KB
91 - 7.License-Plate-Detection-and-Recognition.zip	72.8 MB
91 - License Plate Detection and Recognition System Overview.mkv	10.1 MB
91 - License Plate Detection and Recognition System Overview.srt	2.1 KB
92 - Managing Folders and Files of the Project.mkv	11.5 MB
92 - Managing Folders and Files of the Project.srt	2.2 KB
93 - Setting Up and Exploring Essential Packages.mkv	15.1 MB
93 - Setting Up and Exploring Essential Packages.srt	3.0 KB
94 - Setting Up API Access for Vehicle Recognition.mkv	5.0 MB
94 - Setting Up API Access for Vehicle Recognition.srt	0.7 KB
95 - Key Variables and Their Role in License Plate Detection and Recognition.mkv	24.1 MB
95 - Key Variables and Their Role in License Plate Detection and Recognition.srt	2.9 KB
96 - Implementing License Plate Detection and Recognition.mkv	92.4 MB
96 - Implementing License Plate Detection and Recognition.srt	11.8 KB
97 - VisionLanguage Model Integration.mkv	72.4 MB
97 - VisionLanguage Model Integration.srt	11.5 KB
98 - Tkinter Implementation for RealTime License Plate Detection and Recognition.mkv	21.5 MB
98 - Tkinter Implementation for RealTime License Plate Detection and Recognition.srt	2.4 KB
99 - Package Installation for License Plate Detection and Recognition.mkv	14.5 MB
99 - Package Installation for License Plate Detection and Recognition.srt	0.8 KB
15 - Project 8 Driving with AI RealTime Traffic Sign Detection with Python CV/
103 - Introduction of theTraffic Sign Detection And Recognition System.mkv	21.6 MB
103 - Introduction of theTraffic Sign Detection And Recognition System.srt	1.3 KB
104 - 8.Driving-with-AI-Real-Time-Traffic-Sign-Detection-for-Safer-Navigation.zip	488.4 KB
104 - Google Colab Setup.mkv	35.4 MB
104 - Google Colab Setup.srt	1.8 KB
105 - Packages Installation.mkv	6.2 MB
105 - Packages Installation.srt	1.4 KB
106 - Dataset Preparation.mkv	61.3 MB
106 - Dataset Preparation.srt	9.0 KB
107 - Implementing Utility Functions for Traffic Sign Detection.mkv	46.2 MB
107 - Implementing Utility Functions for Traffic Sign Detection.srt	3.4 KB
108 - Implementing Loss Function for Traffic Sign Detection.mkv	35.2 MB
108 - Implementing Loss Function for Traffic Sign Detection.srt	6.8 KB
109 - EfficientNetB0 Model Implementation Info.mkv	58.6 MB
109 - EfficientNetB0 Model Implementation Info.srt	4.2 KB
110 - Model Training configuration.mkv	31.8 MB
110 - Model Training configuration.srt	13.9 KB
111 - Training the EfficientNetB0 Model.mkv	57.2 MB
111 - Training the EfficientNetB0 Model.srt	2.3 KB
112 - Model Inference.mkv	227.4 MB
112 - Model Inference.srt	5.3 KB
16 - Project 9 Smart Human Intrusion Detection System with Python Computer Vision/
113 - 9.Intrusion-Detection.zip	145.7 MB
113 - Launching VS Code from the Command Line.mkv	1.8 MB
113 - Launching VS Code from the Command Line.srt	0.5 KB
114 - Managing Folders and Files of the Project.mkv	4.9 MB
114 - Managing Folders and Files of the Project.srt	0.8 KB
115 - Understanding and Setting Up Required Packages.mkv	9.8 MB
115 - Understanding and Setting Up Required Packages.srt	1.9 KB
116 - Accessing and Using Polygon Coordinates for Tracking.mkv	3.5 MB
116 - Accessing and Using Polygon Coordinates for Tracking.srt	0.6 KB
117 - Key Variables and Their Role in YOLOv8.mkv	7.7 MB
117 - Key Variables and Their Role in YOLOv8.srt	1.7 KB
118 - Model Inference Code Explanation for Intrusion Detection.mkv	93.0 MB
118 - Model Inference Code Explanation for Intrusion Detection.srt	4.9 KB
119 - Tkinter Implementation for RealTime Intrusion Detection.mkv	21.6 MB
119 - Tkinter Implementation for RealTime Intrusion Detection.srt	2.5 KB
120 - Getting Polygon Coordinates Using Roboflow for Intrusion Detection.mkv	29.7 MB
120 - Getting Polygon Coordinates Using Roboflow for Intrusion Detection.srt	1.8 KB
121 - Intrusion Detection Code Execution.mkv	41.3 MB
121 - Intrusion Detection Code Execution.srt	2.6 KB
17 - Project 10 AIPowered PPE Detection Ensuring Workplace Safety in Real Time/
122 - Introduction of the PPE Detection Detection System.mkv	40.9 MB
122 - Introduction of the PPE Detection Detection System.srt	2.6 KB
123 - 10.AI-Powered-PPE-Detection-Ensuring-Workplace-Safety-in-Real-Time.zip	20.6 MB
123 - PPE Detection Project Overview.mkv	12.0 MB
123 - PPE Detection Project Overview.srt	3.2 KB
124 - File Uploaded on Google Colab.mkv	30.8 MB
124 - File Uploaded on Google Colab.srt	2.3 KB
125 - Dataset Visualization.mkv	18.0 MB
125 - Dataset Visualization.srt	2.6 KB
126 - PPE Model Information.mkv	6.4 MB
126 - PPE Model Information.srt	1.9 KB
127 - PPE Code Execution.mkv	154.3 MB
127 - PPE Code Execution.srt	7.1 KB
128 - VS Code Open.mkv	3.1 MB
128 - VS Code Open.srt	0.8 KB
129 - Packages and Module Import.mkv	11.1 MB
129 - Packages and Module Import.srt	2.1 KB
130 - NVIDIA Nim Information.mkv	6.4 MB
130 - NVIDIA Nim Information.srt	1.7 KB
131 - API Information.mkv	29.8 MB
131 - API Information.srt	2.9 KB
132 - File Format.mkv	4.9 MB
132 - File Format.srt	0.7 KB
133 - Predict API.mkv	76.5 MB
133 - Predict API.srt	8.2 KB
134 - Get API.mkv	6.6 MB
134 - Get API.srt	0.7 KB
135 - Code Execution.mkv	141.0 MB
135 - Code Execution.srt	4.9 KB
18 - Project 11 AI Vision Age Gender Detection with Python Computer Vision/
136 - Introduction to Age and Gender Detection.mkv	30.8 MB
136 - Introduction to Age and Gender Detection.srt	2.0 KB
137 - 11.AI-Vision-Intelligent-Age-and-Gender-Detection.zip	99.0 MB
137 - Age and Gender Detection Project Overview.mkv	8.1 MB
137 - Age and Gender Detection Project Overview.srt	0.9 KB
138 - Packages Information for Age and Gender Detection.mkv	10.1 MB
138 - Packages Information for Age and Gender Detection.srt	0.8 KB
139 - Variable Initialization and System Configuration.mkv	9.8 MB
139 - Variable Initialization and System Configuration.srt	0.7 KB
140 - Folder Creation.mkv	7.6 MB
140 - Folder Creation.srt	1.6 KB
141 - Model Inference.mkv	95.7 MB
141 - Model Inference.srt	6.2 KB
142 - TKinter Implementation.mkv	34.6 MB
142 - TKinter Implementation.srt	5.6 KB
143 - Package Installation.mkv	7.2 MB
143 - Package Installation.srt	1.1 KB
144 - Code Execution.mkv	14.7 MB
144 - Code Execution.srt	2.7 KB
19 - Project 12 AI Accident Detection RealTime Monitoring with Python CV/
145 - Intro to AIPowered Accident Detection RealTime Monitoring Alert System.mkv	34.0 MB
145 - Intro to AIPowered Accident Detection RealTime Monitoring Alert System.srt	2.0 KB
146 - 12.AI-Powered-Accident-Detection-and-Real-Time-Monitoring-Alert-System.zip	57.6 MB
146 - AI Accident Detection RealTime Monitoring Alert System Project Overview.mkv	8.2 MB
146 - AI Accident Detection RealTime Monitoring Alert System Project Overview.srt	2.6 KB
147 - Configuring the environment on Google Colab.mkv	18.9 MB
147 - Configuring the environment on Google Colab.srt	1.7 KB
148 - Setting Up and Exploring Essential Packages.mkv	21.3 MB
148 - Setting Up and Exploring Essential Packages.srt	3.2 KB
149 - Dataset Acquisition Downloading Understanding.mkv	21.8 MB
149 - Dataset Acquisition Downloading Understanding.srt	1.8 KB
150 - Dataset Visualization Analysis.mkv	44.8 MB
150 - Dataset Visualization Analysis.srt	1.4 KB
151 - Dataset Preprocessing Normalization Resizing.mkv	56.3 MB
151 - Dataset Preprocessing Normalization Resizing.srt	3.7 KB
152 - Label Encoding Data Preparation.mkv	26.3 MB
152 - Label Encoding Data Preparation.srt	1.4 KB
153 - Training Validation Data Visualization.mkv	3.0 MB
153 - Training Validation Data Visualization.srt	0.6 KB
154 - CNN Model Implementation Training.mkv	273.0 MB
154 - CNN Model Implementation Training.srt	12.5 KB
155 - Downloading and Saving Trained Model Weights.mkv	4.3 MB
155 - Downloading and Saving Trained Model Weights.srt	0.7 KB
156 - Understanding MQTT Protocol Package Requirements.mkv	25.1 MB
156 - Understanding MQTT Protocol Package Requirements.srt	4.3 KB
157 - Model Inference Code Walkthrough.mkv	37.3 MB
157 - Model Inference Code Walkthrough.srt	6.0 KB
158 - Final Code Execution Live Demonstration.mkv	62.4 MB
158 - Final Code Execution Live Demonstration.srt	2.3 KB
2 - Meet Your Instructor/
2 - Introduction to Your Instructor and Course Overview.mkv	72.2 MB
2 - Introduction to Your Instructor and Course Overview.srt	2.4 KB
20 - Project 13 Smart Vehicle Speed Tracking System with Python Computer Vision/
159 - Introduction of Smart Vehicle Speed Tracking System.mkv	7.9 MB
159 - Introduction of Smart Vehicle Speed Tracking System.srt	1.2 KB
160 - 13.Vehicle-Speed-Tracking-System.zip	46.6 MB
160 - Vehicle Detection and Speed Tracking System Overview.mkv	6.9 MB
160 - Vehicle Detection and Speed Tracking System Overview.srt	1.2 KB
161 - Setting Up and Exploring Essential Packages.mkv	6.4 MB
161 - Setting Up and Exploring Essential Packages.srt	1.4 KB
162 - Calibration for RealWorld Measurements.mkv	4.7 MB
162 - Calibration for RealWorld Measurements.srt	0.9 KB
163 - Implementing Vehicle Speed Tracking with YOLOv8 Model Inference.mkv	28.4 MB
163 - Implementing Vehicle Speed Tracking with YOLOv8 Model Inference.srt	4.9 KB
164 - Vehicle Speed Calculation Logic and Function Implementation.mkv	19.2 MB
164 - Vehicle Speed Calculation Logic and Function Implementation.srt	2.3 KB
165 - Tkinter Implementation for RealTime Vehicle Speed Tracking.mkv	13.6 MB
165 - Tkinter Implementation for RealTime Vehicle Speed Tracking.srt	2.1 KB
166 - Vehicle Speed Tracking Code Execution.mkv	48.7 MB
166 - Vehicle Speed Tracking Code Execution.srt	2.4 KB
21 - Project 14 RealTime Vehicle Parking Management with Python Computer Vision/
167 - Introduction to RealTime Vehicle Tracking for Effective Parking Management.mkv	15.6 MB
167 - Introduction to RealTime Vehicle Tracking for Effective Parking Management.srt	1.2 KB
168 - 14.Vehicle-Parking-Management-System.zip	171.3 MB
168 - Managing Folders and Files of the Project.mkv	5.7 MB
168 - Managing Folders and Files of the Project.srt	1.3 KB
169 - Vehicle Detection and Parking Slot Tracking System Overview.mkv	8.5 MB
169 - Vehicle Detection and Parking Slot Tracking System Overview.srt	1.7 KB
170 - Setting Up and Exploring Essential Packages.mkv	13.1 MB
170 - Setting Up and Exploring Essential Packages.srt	1.8 KB
171 - Implementing Vehicle Parking Management with Flask.mkv	3.1 MB
171 - Implementing Vehicle Parking Management with Flask.srt	0.6 KB
172 - Building the Backend for Vehicle Parking Management with Flask.mkv	26.9 MB
172 - Building the Backend for Vehicle Parking Management with Flask.srt	3.1 KB
173 - Implementing Vehicle Parking Detection and Occupancy Tracking.mkv	71.8 MB
173 - Implementing Vehicle Parking Detection and Occupancy Tracking.srt	7.8 KB
174 - Package Installation for Vehicle Parking Management system.mkv	8.4 MB
174 - Package Installation for Vehicle Parking Management system.srt	0.8 KB
175 - Get Polygon Coordinates with Roboflow to Calculate Available Parking Spaces.mkv	20.3 MB
175 - Get Polygon Coordinates with Roboflow to Calculate Available Parking Spaces.srt	2.0 KB
176 - Vehicle Parking Space Detection and Occupancy Tracking Code Execution.mkv	72.0 MB
176 - Vehicle Parking Space Detection and Occupancy Tracking Code Execution.srt	2.7 KB
22 - Project 15 RealTime Mask Detection with AI using Python Computer Vision/
177 - Introduction to Face Mask Detection and Recognition.mkv	22.3 MB
177 - Introduction to Face Mask Detection and Recognition.srt	1.3 KB
178 - 15.Face-Mask-Detection-and-Recognition.zip	29.7 MB
178 - Face Mask Detection System Project Overview.mkv	9.9 MB
178 - Face Mask Detection System Project Overview.srt	0.2 KB
179 - Google Drive Mount.mkv	31.4 MB
179 - Google Drive Mount.srt	1.2 KB
180 - Face Mask Detection Dataset Download.mkv	28.6 MB
180 - Face Mask Detection Dataset Download.srt	2.1 KB
181 - Dataset Visualization.mkv	11.1 MB
181 - Dataset Visualization.srt	1.0 KB
182 - Ultralytics Installation Setting Up YOLOv11 for Mask Detection.mkv	9.9 MB
182 - Ultralytics Installation Setting Up YOLOv11 for Mask Detection.srt	0.5 KB
183 - YOLOv11 Model Training for Mask Detection.mkv	85.5 MB
183 - YOLOv11 Model Training for Mask Detection.srt	2.0 KB
184 - Packages Explanation.mkv	25.2 MB
184 - Packages Explanation.srt	4.1 KB
185 - Model Inference Code Explanation.mkv	60.4 MB
185 - Model Inference Code Explanation.srt	7.0 KB
186 - Tkinter Implementation.mkv	33.2 MB
186 - Tkinter Implementation.srt	3.1 KB
187 - Code Execution.mkv	29.2 MB
187 - Code Execution.srt	2.8 KB
23 - Project 16 RealTime Hand Gesture Detection Recognition with Python CV/
188 - 16.Hand-Gesture-Recognition.zip	6.5 MB
188 - Hand Gesture Detection and Recognition Overview.mkv	5.0 MB
188 - Hand Gesture Detection and Recognition Overview.srt	1.3 KB
189 - Setting Up and Exploring Essential Packages.mkv	4.2 MB
189 - Setting Up and Exploring Essential Packages.srt	0.9 KB
190 - Key Variables and Their Role in Hand Gesture Recognition.mkv	6.6 MB
190 - Key Variables and Their Role in Hand Gesture Recognition.srt	1.5 KB
191 - Annotating Frames with Detected Gestures and Landmarks.mkv	7.1 MB
191 - Annotating Frames with Detected Gestures and Landmarks.srt	1.1 KB
192 - RealTime Gesture Recognition and Frame Processing.mkv	6.9 MB
192 - RealTime Gesture Recognition and Frame Processing.srt	1.5 KB
193 - Integrating RealTime Gesture Recognition with Tkinter GUI.mkv	12.0 MB
193 - Integrating RealTime Gesture Recognition with Tkinter GUI.srt	1.4 KB
194 - Tkinter Implementation for RealTime Hand Gesture Recognition.mkv	12.2 MB
194 - Tkinter Implementation for RealTime Hand Gesture Recognition.srt	1.5 KB
195 - Package Installation for Hand Gesture Recognition System.mkv	5.0 MB
195 - Package Installation for Hand Gesture Recognition System.srt	0.7 KB
196 - Hand Gesture Recognition Code Execution.mkv	14.9 MB
196 - Hand Gesture Recognition Code Execution.srt	1.2 KB
24 - Project 17 Smart Vehicle Traffic Monitoring System with Python CV/
197 - Intro to RealTime Vehicle Traffic Monitoring for Efficient Traffic Management.mkv	8.8 MB
197 - Intro to RealTime Vehicle Traffic Monitoring for Efficient Traffic Management.srt	1.2 KB
198 - 17.Vehicle-Traffic-Monitoring-System.zip	46.6 MB
198 - Vehicle Detection and Traffic Monitoring System Overview.mkv	6.5 MB
198 - Vehicle Detection and Traffic Monitoring System Overview.srt	1.7 KB
199 - Setting Up and Exploring Essential Packages.mkv	5.3 MB
199 - Setting Up and Exploring Essential Packages.srt	1.2 KB
200 - User Input and Video File Selection.mkv	3.0 MB
200 - User Input and Video File Selection.srt	0.6 KB
201 - Implementing Vehicle Monitoring with YOLOv8 Model Inference.mkv	39.6 MB
201 - Implementing Vehicle Monitoring with YOLOv8 Model Inference.srt	5.4 KB
202 - Tkinter Implementation for RealTime Vehicle Monitoring.mkv	25.2 MB
202 - Tkinter Implementation for RealTime Vehicle Monitoring.srt	3.2 KB
203 - Vehicle Traffic Monitoring Code Execution.mkv	50.6 MB
203 - Vehicle Traffic Monitoring Code Execution.srt	2.8 KB
25 - Project 18 Smart Fitness RealTime Exercise Counter using AI Python CV/
204 - Introduction of the Human Fitness Tracking System.mkv	28.6 MB
204 - Introduction of the Human Fitness Tracking System.srt	1.6 KB
205 - 18.Smart-Fitness-Real-Time-Exercise-Counting-with-AI-and-Computer-Vision.zip	27.4 MB
205 - Project Overview Purpose.mkv	9.9 MB
205 - Project Overview Purpose.srt	2.1 KB
206 - Packages Overview MediaPipe Initialization.mkv	14.6 MB
206 - Packages Overview MediaPipe Initialization.srt	2.6 KB
207 - Calculating Angles in Pose Estimation.mkv	13.3 MB
207 - Calculating Angles in Pose Estimation.srt	1.2 KB
208 - Logic Behind Repetition Counting.mkv	80.2 MB
208 - Logic Behind Repetition Counting.srt	10.1 KB
209 - Tkinter Log Window Variable Initialization.mkv	14.6 MB
209 - Tkinter Log Window Variable Initialization.srt	2.4 KB
210 - Model Inference and Code Explanation.mkv	86.7 MB
210 - Model Inference and Code Explanation.srt	7.2 KB
211 - Tkinter Implementation for UI.mkv	28.1 MB
211 - Tkinter Implementation for UI.srt	3.4 KB
212 - Package Installation Guide.mkv	15.3 MB
212 - Package Installation Guide.srt	1.3 KB
213 - Code Execution Workflow.mkv	177.1 MB
213 - Code Execution Workflow.srt	2.9 KB
26 - Project 19 SafeFall AIPowered Fall Detection Alerts with Python CV/
214 - Introduction to AIPowered Fall Down Detection Alert System.mkv	29.4 MB
214 - Introduction to AIPowered Fall Down Detection Alert System.srt	1.8 KB
215 - 19.SafeFall-AI-Powered-Fall-Detection-Alert-System-with-Python-Computer-Vision.zip	15.4 MB
215 - Fall Down Detection System Project Overview.mkv	10.6 MB
215 - Fall Down Detection System Project Overview.srt	2.4 KB
216 - Dependency Package Overview.mkv	14.2 MB
216 - Dependency Package Overview.srt	3.0 KB
217 - Installation MQTT Setup.mkv	15.3 MB
217 - Installation MQTT Setup.srt	2.1 KB
218 - User Registration Login API.mkv	12.3 MB
218 - User Registration Login API.srt	1.9 KB
219 - MQTT Flask Integration.mkv	14.0 MB
219 - MQTT Flask Integration.srt	2.2 KB
220 - Fall Detection Logic.mkv	12.9 MB
220 - Fall Detection Logic.srt	1.8 KB
221 - Prediction API Workflow.mkv	75.3 MB
221 - Prediction API Workflow.srt	7.2 KB
222 - Code Execution Testing.mkv	34.4 MB
222 - Code Execution Testing.srt	3.4 KB
27 - Project 20 Wildlife Tracking RealTime Animal ID with Python CV/
223 - Introduction to Animal Detection System.mkv	18.2 MB
223 - Introduction to Animal Detection System.srt	1.3 KB
224 - 20.Tracking-the-Wild-Real-Time-Animal-Identification-Using-Deep-Learning.zip	27.2 MB
224 - Animal Detection System Project Overview.mkv	3.7 MB
224 - Animal Detection System Project Overview.srt	0.7 KB
225 - Setting Up Google Colab and Mounting Google Drive.mkv	17.9 MB
225 - Setting Up Google Colab and Mounting Google Drive.srt	2.5 KB
226 - Dataset Download and Exploration.mkv	5.0 MB
226 - Dataset Download and Exploration.srt	1.1 KB
227 - Dataset Preprocessing and Augmentation.mkv	15.0 MB
227 - Dataset Preprocessing and Augmentation.srt	1.3 KB
228 - Splitting the Dataset for Training Validation and Testing.mkv	10.4 MB
228 - Splitting the Dataset for Training Validation and Testing.srt	1.6 KB
229 - Visualizing the Animal Dataset and Augmented Data.mkv	11.5 MB
229 - Visualizing the Animal Dataset and Augmented Data.srt	1.2 KB
230 - EfficientNetB0 Model Implementation.mkv	33.5 MB
230 - EfficientNetB0 Model Implementation.srt	5.7 KB
231 - Training the EfficientNetB0 Model and Monitoring Progress.mkv	58.5 MB
231 - Training the EfficientNetB0 Model and Monitoring Progress.srt	6.2 KB
232 - Model Inference using Flask and Ngrok.mkv	298.8 MB
232 - Model Inference using Flask and Ngrok.srt	2.9 KB
233 - Code Execution.mkv	82.0 MB
233 - Code Execution.srt	4.6 KB
28 - Project 21 AIPowered Driver Monitoring Distraction Detection with Python/
234 - Introduction of the Driver Distraction System.mkv	23.1 MB
234 - Introduction of the Driver Distraction System.srt	1.4 KB
235 - Driver Distraction Project Overview.mkv	4.5 MB
235 - Driver Distraction Project Overview.srt	1.3 KB
236 - Google Colab Setup Google Drive Mount.mkv	12.6 MB
236 - Google Colab Setup Google Drive Mount.srt	1.2 KB
237 - Dataset Download Exploration.mkv	26.8 MB
237 - Dataset Download Exploration.srt	0.4 KB
238 - Data Visualization Insights.mkv	14.5 MB
238 - Data Visualization Insights.srt	2.3 KB
239 - Data Preprocessing Augmentation.mkv	152.3 MB
239 - Data Preprocessing Augmentation.srt	11.9 KB
240 - ResNet50 Model Architecture Implementation.mkv	213.6 MB
240 - ResNet50 Model Architecture Implementation.srt	16.8 KB
241 - Model Training Optimization.mkv	252.3 MB
241 - Model Training Optimization.srt	13.9 KB
242 - Model Inference Code Explanation.mkv	53.9 MB
242 - Model Inference Code Explanation.srt	6.1 KB
243 - Code Execution.mkv	83.5 MB
243 - Code Execution.srt	2.5 KB
29 - Wrapping Up/
244 - Course WrapUp.mkv	43.7 MB
244 - Course WrapUp.srt	2.9 KB
3 - Understanding AI From Origins to Impact/
3 - What is AI and How It Has Evolved.mkv	496.3 MB
3 - What is AI and How It Has Evolved.srt	15.7 KB
4 - Overview of computer vision/
4 - Introduction to Computer Vision and Its Applications.mkv	704.6 MB
4 - Introduction to Computer Vision and Its Applications.srt	24.5 KB
5 - Environment Setup for Python Development/
5 - Installing Python.mkv	11.9 MB
5 - Installing Python.srt	1.2 KB
6 - VS Code Setup for Python Development.mkv	34.1 MB
6 - VS Code Setup for Python Development.srt	1.6 KB
6 - Computer Vision Basic Techniques/
10 - Displaying Images and Videos.mkv	281.8 MB
10 - Displaying Images and Videos.srt	11.7 KB
11 - Image Resizing Cropping and Rotation.mkv	27.1 MB
11 - Image Resizing Cropping and Rotation.srt	3.8 KB
12 - Drawing Functions.mkv	137.9 MB
12 - Drawing Functions.srt	12.1 KB
13 - Image Thresholding.mkv	31.4 MB
13 - Image Thresholding.srt	5.1 KB
14 - Morphological Operations.mkv	38.1 MB
14 - Morphological Operations.srt	5.7 KB
15 - Contour Detection.mkv	36.6 MB
15 - Contour Detection.srt	3.8 KB
16 - Mask Image Generation.mkv	314.1 MB
16 - Mask Image Generation.srt	10.3 KB
17 - Background Subtraction.mkv	59.1 MB
17 - Background Subtraction.srt	2.3 KB
18 - Image Bitwise Operations.mkv	137.9 MB
18 - Image Bitwise Operations.srt	12.1 KB
19 - Histogram Equalization Gamma Correction.mkv	18.5 MB
19 - Histogram Equalization Gamma Correction.srt	2.5 KB
20 - Smoothing Filters.mkv	17.6 MB
20 - Smoothing Filters.srt	2.8 KB
21 - Sharpening Filters.mkv	18.8 MB
21 - Sharpening Filters.srt	2.1 KB
22 - Edge Detection Sobel.mkv	43.9 MB
22 - Edge Detection Sobel.srt	4.7 KB
23 - Contrast Adjustment.mkv	21.1 MB
23 - Contrast Adjustment.srt	3.0 KB
7 - OpenCv Fundamentals Overview.mkv	140.9 MB
7 - OpenCv Fundamentals Overview.srt	8.6 KB
8 - Computer-Vision-Basic-Source-Code.zip	232.9 MB
8 - Reading and Writing Images.mkv	27.0 MB
8 - Reading and Writing Images.srt	3.1 KB
9 - Color Space Conversion.mkv	92.3 MB
9 - Color Space Conversion.srt	10.1 KB
7 - Computer Vision Advanced Techniques/
24 - Computer Vision Advanced Introduction Video.mkv	100.2 MB
24 - Computer Vision Advanced Introduction Video.srt	5.5 KB
25 - Edge Detection Canny.mkv	106.3 MB
25 - Edge Detection Canny.srt	6.6 KB
26 - Corner Detection.mkv	39.4 MB
26 - Corner Detection.srt	4.4 KB
27 - Keypoint Detection Matching.mkv	35.2 MB
27 - Keypoint Detection Matching.srt	5.9 KB
28 - Texture Analysis.mkv	43.1 MB
28 - Texture Analysis.srt	5.4 KB
29 - Optical Flow and Motion Analysis.mkv	277.0 MB
29 - Optical Flow and Motion Analysis.srt	16.4 KB
30 - Object Tracking.mkv	124.5 MB
30 - Object Tracking.srt	16.1 KB
31 - Image Segmentation.mkv	89.9 MB
31 - Image Segmentation.srt	9.7 KB
32 - Image object detection.mkv	437.4 MB
32 - Image object detection.srt	24.0 KB
33 - Live streaming.mkv	27.2 MB
33 - Live streaming.srt	4.5 KB
34 - Tesseract OCR Engine.mkv	91.5 MB
34 - Tesseract OCR Engine.srt	8.4 KB
8 - Project 1 Smart Face Attendance System with Python Computer Vision/
35 - Course Overview and Features.mkv	95.4 MB
35 - Course Overview and Features.srt	4.1 KB
36 - Installing Required Packages Dilib OpenCV etc.mkv	14.0 MB
36 - Installing Required Packages Dilib OpenCV etc.srt	2.7 KB
37 - 1.Smart-Face-Attendance-System.zip	2.9 MB
37 - Face Enrollment.mkv	89.4 MB
37 - Face Enrollment.srt	9.9 KB
38 - Extracting Face Embeddings and Identifying Landmark.mkv	39.8 MB
38 - Extracting Face Embeddings and Identifying Landmark.srt	4.5 KB
39 - Training the Facial Recognition Model.mkv	16.5 MB
39 - Training the Facial Recognition Model.srt	2.8 KB
40 - RealTime Face Recognition and Attendance.mkv	25.2 MB
40 - RealTime Face Recognition and Attendance.srt	3.8 KB
41 - Building the Attendance Management GUI.mkv	9.8 MB
41 - Building the Attendance Management GUI.srt	1.2 KB
9 - Project 2 Driver Drowsiness Detection System with Python Computer Vision/
42 - Introduction of the Driver Drowsiness Detection System.mkv	43.9 MB
42 - Introduction of the Driver Drowsiness Detection System.srt	1.8 KB
43 - 2.Driver-Drowsiness-Detection-System.zip	2.9 KB
43 - Driver Drowsiness Detection Project Overview.mkv	2.4 MB
43 - Driver Drowsiness Detection Project Overview.srt	0.8 KB
44 - Understanding Key Packages for Driver Drowsiness Detection.mkv	3.8 MB
44 - Understanding Key Packages for Driver Drowsiness Detection.srt	0.9 KB
45 - Implementing Drowsiness Detection Logic Using EAR and MAR.mkv	10.4 MB
45 - Implementing Drowsiness Detection Logic Using EAR and MAR.srt	2.2 KB
46 - Integrating Drowsiness Detection with Tkinter GUI.mkv	4.5 MB
46 - Integrating Drowsiness Detection with Tkinter GUI.srt	1.2 KB
47 - RealTime Driver Drowsiness Detection with Live Video Streaming.mkv	17.1 MB
47 - RealTime Driver Drowsiness Detection with Live Video Streaming.srt	2.2 KB
48 - RealTime Model Inference for Driver Drowsiness Detection.mkv	8.0 MB
48 - RealTime Model Inference for Driver Drowsiness Detection.srt	1.4 KB
Total files 509