Computer Vision Project

This repository contains code and resources related to a Computer Vision project focusing on Image Recognition, Optical Character Recognition (OCR), YOLO Object Detection, and various pretrained models.

Image Recognition

Inception Model

• pretrained_inceptionv3.py: Python script for using the InceptionV3 model.
• inceptionv3.png: Image related to InceptionV3.
• info.md: Information about InceptionV3 model.

ResNet Model

• pretrained_resnet.py: Python script for using the ResNet model.
• info.md: Information about the ResNet model.

VGGNet Models

• pretrained_vggnet16.py: Python script for using the VGGNet16 model.
• pretrained_vggnet19.py: Python script for using the VGGNet19 model.
• vggnet16.png: Image related to VGGNet16.
• vggnet19.png: Image related to VGGNet19.
• info.md: Information about VGGNet models.

Xception Model

• pretrained_xception.py: Python script for using the Xception model.
• info.md: Information about the Xception model.

Optical Character Recognition (OCR)

• tesseract_ocr_image.py: Python script for performing OCR using Tesseract.
• temp_img.jpg: Temporary image used for OCR.

YOLO Object Detection

• image.py: Python script for YOLO object detection on images.
• realtime_webcam.py: Python script for real-time YOLO object detection using a webcam.
• video.py: Python script for YOLO object detection on video.

dataset : Directory containing YOLO configuration and weights files.

- `yolov3.cfg`: YOLO configuration file.
- `yolov3.weights`: YOLO weights file.

Images

• testing/: Directory containing sample images for testing various computer vision tasks.
  • fox_sample1.png
  • fox_sample2.png
  • scene1.jpg
  • scene2.jpg
  • scene3.jpg
  • scene4.jpg
  • scene5.jpg
  • scene6.jpg
  • scene7.jpg
  • scene8.jpg
• Other image files: cat_greyscale.jpg, cat.png, cat2.jpg, test1.png, test2.png, test3.png, test4.png, test5.png, test6.png, test7.png, test8.png, test9.png, test10.png, car.jpg.

Videos

• video-sample.mp4: Sample video file for testing video object detection.