BOOTCAMP for TensorRT-ONNX 12+ projects and Python
Udemy - BOOTCAMP for TensorRT-ONNX 12+ projects and Python 2023-6
Responsible | Narodom Narodom.guy |
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Last Update | 14/06/2024 |
Completion Time | 57 minutes |
Members | 2 |
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1. Introduction2Lessons ·
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1. Introduction.mp4
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2. Course Overview with Projects.mp4
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2. Onnx, TensorRT, Docker Overview4Lessons · 6 min
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1. Onnx, TensorRT, Docker Tutorial (part 1).mp4
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2. Onnx, TensorRT, Docker Tutorial (part 2).mp4
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3. Onnx, TensorRT, Docker Tutorial (part 3).mp4
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4. Onnx, TensorRT, Docker Tutorial (part 4).mp4
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3. NVIDIA Drivers4Lessons ·
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1. how to install nvidia drivers and set up.mp4
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2. Download Nvidia Driver (Part two).mp4
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3. Verify Installation of Nvdia Driver and Nouveau Driver.mp4
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4. Verify Installation of Nvidia Driver (Part two).mp4
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4. Nvidia Hardware and Software, Cuda programming API Levels3Lessons ·
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1. Docker and Nvidia Stack (Part One).mp4
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2. Docker and Nvidia Gpu Stack (Part two).mp4
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3. Docker and Nvidia Gpu Stack (Part three).mp4
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5. Docker Installation and Configuration3Lessons ·
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1. Docker Images Installation and Configuration.mp4
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2. Docker SetUp and Configuration with Sudo on Local Machine.mp4
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3. Setup Docker Successfuly on your local Machine.mp4
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6. Installation of Docker Cuda Toolkit & Setup DockerFile with required packages6Lessons ·
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1. Installing Docker Cuda Toolkit-Nvidia GPU.mp4
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2. Install, Configure,Validate Tensorflow-GPU Docker Image.mp4
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3. What is Docker and why we need to use Docker Server-Docker Commands Tutorial.mp4
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4. Configuration of Docker Working Directories and DockerFiles.mp4
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5. Organization of Docker files with required packages installations (Part One).mp4
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6. Organization of Docker files with required packages installations (Part Two).mp4
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7. TensorRT & Onnx AI frameworks5Lessons ·
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1. Driver , Kernel and Device Communication.mp4
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2. Deep Learning Frameworks.mp4
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3. Open Neural Network Exchange.mp4
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4. TensorRT - NVIDIA Inference.mp4
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5. TensorRT - NVIDIA Inference Floating Point Precision and AI Sectors.mp4
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8. Resnet 18 with ONNX-TENSORRT8Lessons ·
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1. Docker Configuration for Resnet 18.mp4
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2. Docker Configuration for Resnet 18 (Part 2).mp4
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3. SetUp Visual Studio Code with Docker Container.mp4
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4. Resnet 18 with ONNX.mp4
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5. Resnet 18 Conversion from Onnx to TensorRT (Part 1).mp4
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6. Resnet 18 Conversion from Onnx to TensorRT (Part 2).mp4
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7. Resnet 18 Conversion from Onnx to TensorRT (Part 3).mp4
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8. Resnet 18 Conversion from Onnx to TensorRT (Part 4).mp4
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9. Resnet 18 TensorRT Inference8Lessons · 10 min
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1. TensorrT Inference (Part 1).mp4
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2. TensorrT Inference 2.mp4
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3. TensorrT Inference 3.mp4
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4. TensorrT Inference 4.mp4
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5. TensorrT Inference 5.mp4
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6. TensorrT Inference 6.mp4
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7. TensorrT Inference 7.mp4
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8. TensorrT Inference-TtrtExec API 8.mp4
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10. YOLOV4 ONNX DNN10Lessons ·
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1. YOLOV4 ONNX DNN Inference (Part One).mp4
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2. YOLOV4 ONNX DNN Inference (Part Two).mp4
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3. YOLOV4 ONNX DNN Inference (Part Three).mp4
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4. YOLOV4 ONNX DNN Inference (Part Four).mp4
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5. YOLOV4 ONNX DNN Inference (Part Fifth).mp4
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6. YOLOV4 ONNX DNN Inference (Part Six).mp4
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6.1 YOLO IMAGE.png
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7. YOLOV4 ONNX DNN Inference (Part Seven).mp4
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8. YOLOV4 ONNX DNN Inference (Part Eight).mp4
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9. YOLOV4 ONNX DNN Inference (Part Nine).mp4
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11. YOLOV4 ONNX DNN Video5Lessons · 18 min
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1. Yolov4 Video Inference part 1.mp4
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1.1 main_demo.mp4
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2. Yolov4 Video Inference part 2.mp4
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3. Yolov4 Video Inference part 3.mp4
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4. Yolov4 Video Inference part 4.mp4
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12. YOLOv5 Onnx Inference - OpenCV9Lessons · 10 min
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1. SetUp Workign Directory of yolov5 (2).mp4
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2. YOLOv5 Onnx Inference - OpenCV (Part 3).mp4
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3. YOLOv5 Onnx Inference - OpenCV (Part 4).mp4
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4. YOLOv5 Onnx Inference - OpenCV (Part 5).mp4
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5. YOLOv5 Onnx Inference - OpenCV (Part 6).mp4
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6. YOLOv5 Onnx Inference - OpenCV (Part 7).mp4
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7. YOLOv5 Onnx Inference - OpenCV (Part 8).mp4
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8. Yolov5 Onnx Inference (Part 9).mp4
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9. Prepare Yolov5 For Inference ( Part 1).mp4
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13. Yolov5 TensorRT Inference9Lessons · 13 min
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1. TensorRT-yoloV5 Inference (Part 1).mp4
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2. TensorRT-yoloV5 Inference (Part 2).mp4
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3. TensorRT-yoloV5 Inference (Part 3).mp4
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4. TensorRT-yoloV5 Inference (Part 4).mp4
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5. TensorRT-yoloV5 Inference (Part 5).mp4
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6. TensorRT-yoloV5 Inference (Part 6).mp4
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7. TensorRT-yoloV5 Inference (Part 7).mp4
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8. TensorRT-yoloV5 Inference (Part 8).mp4
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9. TensorRT-yoloV5 Inference (Part 9).mp4
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14. TensorRT Tutoruial Without Local GPU, only with Google Colab1Lessons ·
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1. TensorRT Tutorial On Google Colab.mp4
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