byeon-mj / dl_computer_vision

DL_Computer_Vision

DeepLearning Computer Vision을 위한 연습문제들을 공부하고 그 내용을 기록한 Repository 입니다.
전체 코드 공유가 문제가 될 시, 비공개로 전환될 수 있습니다.

Project List

1. Cats & Dogs Classification

   • Cats_Dogs_Classification.ipynb
   • Cats_Dogs_Classification_Load_model.ipynb

2. Pneusmonia Diagnose Classification

   • Diagnose_Pneumonia_Classification.ipynb

3. Multiple Image Classification

   • Image_Multi_Classification.ipynb

4. OpenCV Basic Skills

   • OpenCV_Basic_Skills.ipynb

5. Handwritten Digits Classification

   • Hadwritten_Digits_Classification.ipynb
   • Predict_Handwritten_Digits_Classification.ipynb

6. Image & Video Face Detection with HaarCascade

   • Image_Face_Detection_Haarcascade.ipynb
   • Video_Face_Detection_Haarcascade.ipynb

7. Image & Video Face Detection with DNN

   • Image_Face_Detection_DNN.ipynb
   • Video_Face_Detection_DNN.ipynb

8. Image & Video Object Detection with YOLO

   • YOLO_Image_Object_Detection.ipynb
   • YOLO_Video_Object_Detection.ipynb

9. Image & Video Face Recognition

   • Face Encoding.ipynb
   • Image_Face_Recognition.ipynb
   • Video_Face_Recognition.ipynb

10. Face Recognition(Face Landmark and Alignment)

    • Face_Recognition_Landmark.ipynb
    • Face_Landmark_video.ipynb
    • Face_Alignment.ipynb
    • Face_Alignment_Generator.ipynb

11. Age & Gender Recognition

    • Age_Gender_Recognition.ipynb
    • Video_Age_Gender_Recognition.ipynb

12. Drowsiness Detection

    • Drowsiness_Detection.ipynb

13. Face Tracking

    • Face_Tracking.ipynb

14. Text Recognition

    • Text_Recognition_CarNumber.ipynb

15. Count of Parked Cars

    • Image_Parking_Car_Count.ipynb
    • Video_Parking_Car_Count.ipynb