Language: English | Duration: 2h 14m | Size: 1.5 GB
Learn Real World 5+ Deep Learning Projects Complete Course Using Roboflow and Google Colab
What you'll learn
Understand how to integrate Roboflow into the project workflow, leveraging its features for efficient dataset management, augmentation, and optimization for bot
Explore the process of collecting and preprocessing datasets for both facial recognition and emotion detection, ensuring the data is optimized for training a YO
Dive into the annotation process, marking facial features on images for recognition and labeling emotions for detection. Train YOLOv7 models for accurate and ro
Explore the end-to-end training workflow of YOLOv7 using the annotated and preprocessed datasets, adjusting parameters, and monitoring model
Requirements
Access to a computer with internet connectivity.
Basic understanding of machine learning and computer vision concepts.
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~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/1. Introduction To Brain Tumor Detection Using YOLOv8 Project.mp4
28 MB
~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/2. ROBOFLOW ACCOUNT CREATION.mp4
28.4 MB
~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/3. DATASET CREATION FOR BRAIN TUMOR DETECTION.mp4
78.7 MB
~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/4. ANNOTATION AND LABELLING FOR DATASET.mp4
63.1 MB
~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/5. TRAINING DATASET WITH YOLOv8 MODEL.mp4
38.3 MB
~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/6. VALIDATE TRAINED MODEL.mp4
24.1 MB
~Get Your Files Here !/1. Introduction To Real World 5+ Deep Learning Projects Complete Course/7. PROJECT EXECUTION IN PYCHARM IDE.mp4
77.7 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/1. INTRO TO COURSE.mp4
24.8 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/2. EMOTION DETECTION CLASS ONE.mp4
21 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/3. DATASET CREATION USING VIDEOS AND IMAGES.mp4
57.7 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/4. ANNOTATION FOR DATASET.mp4
62.7 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/5. TRAIN DATASET WITH YOLOV7 MODEL.mp4
33.7 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/6. VALIDATE TRAINED MODEL.mp4
31.8 MB
~Get Your Files Here !/2. INTRODUCTION TO EMOTION DETECTION USING YOLOv7 PROJECT/7. PROJECT EXECUTION IN PYCHARM IDE.mp4
70.4 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/1. INTRO TO PROJECT.mp4
24.1 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/2. ACCOUNT CREATION.mp4
26.4 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/3. DATASET CREATION USING VIDEOS AND IMAGES.mp4
56.2 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/4. ANNOTATION FOR DATASET.mp4
75.9 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/5. TRAINING THE DATASET WITH YOLOv7 MODEL.mp4
30.5 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/6. VALIDATE MODEL IN ROBOFLOW.mp4
35.7 MB
~Get Your Files Here !/3. INTRODUCTION TO FACE RECOGNITION USING YOLOv7 PROJECT/7. PROJECT EXECUTION IN PYCHARM IDE.mp4
69.5 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/1. INTRO TO PROJECT.mp4
36.7 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/2. ACCOUNT CREATION.mp4
38.1 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/3. DATASET CREATION FOR HELMET DETECTION.mp4
100.5 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/4. ANNOTATION FOR DATASET.mp4
76.8 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/5. TRAINING YOLOV7 MODEL.mp4
41.7 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/6. VALIDATE MODEL.mp4
27.8 MB
~Get Your Files Here !/4. INTRODUCTION TO HELMET DETECTION USING YOLOv7 PROJECT/7. PROJECT EXECUTION IN PYCHARM IDE.mp4
71.8 MB
~Get Your Files Here !/5. INTRODUCTION TO GOOGLE COLAB/1. INTRO TO COURSE.mp4
24.5 MB
~Get Your Files Here !/5. INTRODUCTION TO GOOGLE COLAB/2. IMPORT PROJECT IN GOOGLE COLAB.mp4
62.1 MB
~Get Your Files Here !/5. INTRODUCTION TO GOOGLE COLAB/3. TRAINING YOLOV7 MODEL IN COLAB.mp4
49.8 MB
~Get Your Files Here !/5. INTRODUCTION TO GOOGLE COLAB/4. VALIDATE MODEL IN COLAB.mp4
39.9 MB
~Get Your Files Here !/5. INTRODUCTION TO GOOGLE COLAB/5. DOWNLOAD MODEL IN COLAB.mp4
28.7 MB
~Get Your Files Here !/Bonus Resources.txt
386 B
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