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Download [ WebToolTip.com ] Udemy - Ai Human Intrusion and Object Detection With Yolov7, Python and Cv

WebToolTip com Udemy Ai Human Intrusion and Object Detection With Yolov7 Python and Cv

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[ WebToolTip.com ] Udemy - Ai Human Intrusion and Object Detection With Yolov7, Python and Cv

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Total Size

683.8 MB

Total Files

197

Last Seen

2025-07-18 00:21

Hash

E22C88A98F6BE87D32C0E7D60C6B29E8C81BC8C1

/

Get Bonus Downloads Here.url

0.2 KB

/.../1 - Introduction of the Object Detection using yolov7/

1 - Course Overview and Features.mp4

12.8 MB

/.../10 - Launching VS Code from the Command Line/

12 - Using CMD to Open VS Code.mp4

1.8 MB

/.../10 - Launching VS Code from the Command Line/Intrusion Detection/__pycache__/

sort.cpython-312.pyc

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/.../10 - Launching VS Code from the Command Line/Intrusion Detection/

classes.txt

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intrusion_detection.py

9.8 KB

requirements.txt

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save_image.py

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sort.py

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yolov8n.pt

6.5 MB

/.../10 - Launching VS Code from the Command Line/Intrusion Detection/intrusion_input1/

intrusion_input1.mp4

3.6 MB

point.txt

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sample_img_0.png

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/.../10 - Launching VS Code from the Command Line/Intrusion Detection/intrusion_input2/

input.png

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intrusion_input2.mp4

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point.txt

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/.../10 - Launching VS Code from the Command Line/Intrusion Detection/sample_image/

sample_img_0.png

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sample_img_10.png

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sample_img_100.png

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sample_img_105.png

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sample_img_15.png

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sample_img_150.png

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sample_img_160.png

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sample_img_20.png

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sample_img_40.png

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sample_img_5.png

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sample_img_50.png

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sample_img_55.png

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sample_img_60.png

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sample_img_65.png

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sample_img_85.png

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sample_img_90.png

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sample_img_95.png

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/.../11 - Managing Folders and Files of the Project/

13 - Understanding Folder and File Structure.mp4

5.0 MB

/.../12 - Understanding and Setting Up Required Packages/

14 - Understanding Key Packages for Intrusion Detection System.mp4

9.9 MB

/.../13 - Accessing and Using Polygon Coordinates for Tracking/

15 - Polygon Coordinate File Access and Parsing.mp4

3.5 MB

/.../14 - Key Variables and Their Role in YOLOv8/

16 - Understanding and Customizing Key Variables in YOLOv8.mp4

7.8 MB

/.../15 - Model Inference for Intrusion Detection/

17 - Model Inference Code Explanation for Intrusion Detection.mp4

93.2 MB

/.../16 - Tkinter Implementation for RealTime Intrusion Detection/

18 - Tkinter Implementation for RealTime Intrusion Detection.mp4

21.8 MB

/.../17 - Getting Polygon Coordinates Using Roboflow for Intrusion Detection/

19 - Getting Polygon Coordinates Using Roboflow.mp4

29.8 MB

/.../18 - Intrusion Detection Code Execution/

20 - Intrusion Detection Code Execution.mp4

41.6 MB

/.../19 - Wrapping Up/

21 - Course WrapUp.mp4

4.8 MB

/.../2 - Environment Setup for Python Development/

2 - Installing Python.mp4

12.0 MB

3 - VS Code Setup for Python Development.mp4

34.2 MB

/.../3 - Object Detection Project Overview/

4 - Object Detection Project Overview.mp4

3.6 MB

/.../Object Detection using Yolov7/cfg/baseline/

r50-csp.yaml

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x50-csp.yaml

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yolor-csp-x.yaml

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yolor-csp.yaml

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yolor-d6.yaml

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yolor-e6.yaml

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yolor-p6.yaml

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yolor-w6.yaml

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yolov3-spp.yaml

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yolov3.yaml

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yolov4-csp.yaml

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/.../Object Detection using Yolov7/cfg/deploy/

yolov7-d6.yaml

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yolov7-e6.yaml

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yolov7-e6e.yaml

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yolov7-tiny-silu.yaml

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yolov7-tiny.yaml

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yolov7-w6.yaml

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yolov7.yaml

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yolov7x.yaml

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/.../Object Detection using Yolov7/cfg/training/

yolov7-d6.yaml

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yolov7-e6.yaml

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yolov7-e6e.yaml

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yolov7-tiny.yaml

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yolov7-w6.yaml

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yolov7.yaml

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yolov7x.yaml

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/.../Object Detection using Yolov7/data/

coco.yaml

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hyp.scratch.custom.yaml

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hyp.scratch.p5.yaml

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hyp.scratch.p6.yaml

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hyp.scratch.tiny.yaml

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/.../triton-inference-server/

README.md

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boundingbox.py

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client.py

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labels.py

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processing.py

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render.py

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/.../triton-inference-server/data/

dog.jpg

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dog_result.jpg

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/.../Object Detection using Yolov7/figure/

horses_prediction.jpg

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mask.png

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performance.png

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pose.png

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tennis.jpg

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tennis_caption.png

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tennis_panoptic.png

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tennis_semantic.jpg

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/.../Object Detection using Yolov7/

gitignore

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inference.py

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inference_tkinter.py

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inpu_video1.mp4

29.6 MB

requirements.txt

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traced_model.pt

25.2 MB

yolov7-tiny.pt

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/.../Object Detection using Yolov7/inference/images/

bus.jpg

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horses.jpg

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image1.jpg

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image2.jpg

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image3.jpg

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zidane.jpg

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/.../Object Detection using Yolov7/models/

__init__.py

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common.py

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experimental.py

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yolo.py

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/.../Object Detection using Yolov7/models/__pycache__/

__init__.cpython-312.pyc

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__init__.cpython-37.pyc

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common.cpython-312.pyc

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common.cpython-37.pyc

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experimental.cpython-312.pyc

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experimental.cpython-37.pyc

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yolo.cpython-312.pyc

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yolo.cpython-37.pyc

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/.../Object Detection using Yolov7/paper/

yolov7.pdf

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/.../Object Detection using Yolov7/scripts/

get_coco.sh

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/.../Object Detection using Yolov7/tools/

YOLOv7-Dynamic-Batch-ONNXRUNTIME.ipynb

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YOLOv7-Dynamic-Batch-TENSORRT.ipynb

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YOLOv7CoreML.ipynb

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YOLOv7onnx.ipynb

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YOLOv7trt.ipynb

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compare_YOLOv7_vs_YOLOv5m6.ipynb

3.9 MB

compare_YOLOv7_vs_YOLOv5m6_half.ipynb

3.9 MB

compare_YOLOv7_vs_YOLOv5s6.ipynb

3.9 MB

compare_YOLOv7e6_vs_YOLOv5x6.ipynb

3.9 MB

compare_YOLOv7e6_vs_YOLOv5x6_half.ipynb

3.9 MB

instance.ipynb

488.4 KB

keypoint.ipynb

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reparameterization.ipynb

31.5 KB

visualization.ipynb

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/.../Object Detection using Yolov7/utils/

__init__.py

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activations.py

2.2 KB

add_nms.py

5.6 KB

autoanchor.py

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datasets.py

56.2 KB

general.py

36.9 KB

google_utils.py

4.9 KB

loss.py

75.0 KB

metrics.py

9.3 KB

plots.py

20.9 KB

torch_utils.py

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/.../Object Detection using Yolov7/utils/__pycache__/

__init__.cpython-312.pyc

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__init__.cpython-37.pyc

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autoanchor.cpython-312.pyc

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autoanchor.cpython-37.pyc

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datasets.cpython-312.pyc

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datasets.cpython-37.pyc

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general.cpython-312.pyc

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general.cpython-37.pyc

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google_utils.cpython-312.pyc

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google_utils.cpython-37.pyc

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loss.cpython-312.pyc

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loss.cpython-37.pyc

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metrics.cpython-312.pyc

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metrics.cpython-37.pyc

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plots.cpython-312.pyc

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plots.cpython-37.pyc

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torch_utils.cpython-312.pyc

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torch_utils.cpython-37.pyc

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/.../Object Detection using Yolov7/utils/aws/

__init__.py

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mime.sh

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resume.py

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userdata.sh

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/.../google_app_engine/

Dockerfile

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additional_requirements.txt

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app.yaml

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/.../Object Detection using Yolov7/utils/wandb_logging/

__init__.py

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log_dataset.py

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wandb_utils.py

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/.../4 - Understanding Key Packages for Object Detection/

5 - Understanding Key Packages for Object Detection.mp4

7.7 MB

/.../5 - Understanding the YOLOv7tiny Model Weights/

6 - Detailed Explanation of the YOLOv7tinypt File.mp4

4.0 MB

/.../6 - RealTime Object Detection with YOLOv7tiny/

7 - Implementing YOLOv7tiny for Live Video Analysis.mp4

25.9 MB

/.../7 - Building a Tkinter GUI for RealTime Object Detection/

8 - Integrating YOLOv7tiny with a Tkinter GUI.mp4

17.2 MB

/.../8 - Executing RealTime Model Inference for Object Detection/

9 - Performing RealTime Object Detection with YOLOv7tiny.mp4

32.8 MB

/.../9 - Environment Setup for Python Development/

10 - Installing Python.mp4

9.8 MB

11 - VS Code Setup for Python Development.mp4

34.3 MB

/~Get Your Files Here !/

Bonus Resources.txt

0.1 KB

 

Total files 197


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