benchmark

this repo test models to proove state of art of object detection and classification

we test 5 models :

On 3 dataset :

white blood reference :

Results :

Name		Name	Last commit message	Last commit date
Latest commit History 49 Commits
01_xception_dogs.ipynb		01_xception_dogs.ipynb
01_yolov5_dogs.ipynb		01_yolov5_dogs.ipynb
02_xception_roadsign.ipynb		02_xception_roadsign.ipynb
02_yolor_roadsigns.ipynb		02_yolor_roadsigns.ipynb
02_yolov5_roadsigns.ipynb		02_yolov5_roadsigns.ipynb
03_xception_white_cells.ipynb		03_xception_white_cells.ipynb
03_yolor_white_cells.ipynb		03_yolor_white_cells.ipynb
03_yolov5_white_cells.ipynb		03_yolov5_white_cells.ipynb
README.md		README.md
annexe_prepare_dataset_blood_to_yolo.ipynb		annexe_prepare_dataset_blood_to_yolo.ipynb
annexe_prepare_dataset_dogs_to_yolo.ipynb		annexe_prepare_dataset_dogs_to_yolo.ipynb
annexe_test_rescale_image_with_yolo_format.ipynb		annexe_test_rescale_image_with_yolo_format.ipynb
plan_de_travail.pdf		plan_de_travail.pdf
utils.py		utils.py
yolov6_white_cells.ipynb		yolov6_white_cells.ipynb
yolov7_white_cells.ipynb		yolov7_white_cells.ipynb
yolov7x_white_cells.ipynb		yolov7x_white_cells.ipynb
yolov8_white_cells.ipynb		yolov8_white_cells.ipynb

ismailazdad/vision_detection_benchmark