/Streamlit_Objectdetection

This is a simple image detector using YOLOV8 and fine-tuned YOLOV5 on objects365 dataset.

Primary LanguagePython

ImageDetector

This is a simple image detector using YOLOV8 and fine-tuned YOLOV5 on objects365 dataset.

Results from YOLOV8

YOLOV8 detected the objects in the faster time than YOLOV5 YOLOV8 Result 1

Results from YOLOV5

Fine-tuned YOLOV5 detected more objects than YOLOV8 YOLOV5 Result 1

How to install and run

  1. Clone the repository
  2. Install the requirements
pip install -r requirements.txt
  1. Run the detector
streamlit run main.py
  1. Upload an image and see the results

References

  1. YOLOv5 Releases
  2. Ultralytics YOLO
  3. Objects365