Object Detection

Used the YOLO Pretrained Model to detect the objects in a given Image.

OpenCV dnn module supports running inference on pre-trained deep learning models from popular frameworks like Caffe, Torch and TensorFlow. When it comes to object detection, popular detection frameworks are

1. YOLO
2. SSD
3. Faster R-CNN

Pretrained Model Used

You can download the Pretrained Model here

YOLO(You Only Look Once)

YOLO is a clever convolutional neural network (CNN) for doing object detection in real-time. The algorithm applies a single neural network to the full image, and then divides the image into regions and predicts bounding boxes and probabilities for each region.

Technologies Used

1. YOLO(You Only Look Once) Pretrained Model

2. OPENCV

Sample Output-

Original Image-

Image After Processing it through YOLO Model-

Author

Rahul Kumar Patro