Visual-Perception

Visual Perception is a High Level Python Library to performs various task under visual recognition.

Currently, It Provides the Solution for Object Detection.

For Detection with pre-trained models it provides:

• YOLOv4
• TinyYOLOv4

Dependencies:

• tensorflow >= 2.3.0
• keras
• opencv-python
• numpy
• pillow
• matplotlib
• pandas
• scikit-learn
• scikit-image
• imgaug
• labelme2coco
• progressbar2
• scipy
• h5py
• configobj

Image Object Detection Using YOLOv4

from visual_perception.Detection import Object_Detection

model = Object_Detection()
model.Det_YOLOv4()
model.Detect_From_Image(input_path='car.jpg',
                        output_path='./output_image.jpg')

from PIL import Image
Image.open('output_image.jpg')