/Computervision_Exploration

Eye exploration

Primary LanguageJupyter Notebook

1. Volume Control using OpenCV, MediaPipe

output

git clone https://github.com/VK-Ant/ComputerVision_Exploration

cd ComputerVision_Exploration

pip3 install -r requirements.txt

python ./volume_control.py

2. DepthMap using MiDas (Deeplearning Method) with FPS Measurement

Screenshot 2023-10-01 215607

git clone https://github.com/VK-Ant/ComputerVision_Exploration

cd ComputerVision_Exploration

pip3 install -r requirements.txt

python ./depth_m.py

MiDas Model Downloaded by : https://github.com/isl-org/MiDaS

3. Optical character Recognition using EasyOCR (Single and multiple line character extraction)

Screenshot from 2023-10-09 11-18-59

git clone https://github.com/VK-Ant/ComputerVision_Exploration

cd ComputerVision_Exploration

pip3 install -r requirements.txt

python ./ocr.py

4. Cow counting using YoloV8 (Region based counting)

Screenshot from 2023-10-09 17-23-46

git clone https://github.com/VK-Ant/ComputerVision_Exploration

cd ComputerVision_Exploration

pip3 install -r requirements.txt

python3 yolov8_counter.py --source "co.mp4" --save-img --view-img

credit: https://github.com/ultralytics/ultralytics/tree/main/examples/YOLOv8-Region-Counter

5. DepthMap and Segmentation using DinoV2

Figure 2023-10-10 102602 Figure 2023-10-10 102659 Figure 2023-10-10 102548

git clone https://github.com/VK-Ant/ComputerVision_Exploration

cd ComputerVision_Exploration

pip3 install -r requirements.txt

python3 depth_dinoV2.py

6. GeoPy: Distance calculation using two place (Folium)

Screenshot from 2023-10-16 12-09-49

Code: https://www.kaggle.com/code/venkatkumar001/geopy-folium-distancecalculationbetweentwoplace

7. Face Swap using Mediapipe (hulk and joker)

git clone https://github.com/VK-Ant/ComputerVision_Exploration

cd ComputerVision_Exploration

pip3 install -r requirements.txt

python ./webcamFaceMeshExorcist.py 

Screenshot from 2023-10-19 15-08-48

8. Face Swap with interaction using Mediapipe (Halloween)

python ./smoke.py 

Screenshot 2023-10-31 142617

9. YoloV8: Object detection (AutoLabelling process) and stored the object in particular folder

  • Try yourself in colab

  • Autolabel_Particular_object.ipynb

Screenshot from 2024-01-01 18-44-41

  • AutoAnnotation_XML_Horse.ipynb

Screenshot from 2024-01-06 14-48-34

🤗Happy Learning🤗