YOLO detection application
Budget: $30 – $250 USD
I will pay $40 for the completed project, so please do not bid higher.
Implement the scaled-YOLOv4 or YOLOR in google colab (cloud GPU)
Please, go to this page and click the little Github symbol to choose an existing implementation to modify from: https://paperswithcode.com/sota/object-detection-on-coco?tag_filter=15
YOLO google colab tutorials:
1.https://colab.research.google.com/drive/1_GdoqCJWXsChrOiY8sZMr_zbr_fH-0Fg#scrollTo=qaONUTI2l4Sf
2.https://colab.research.google.com/github/ultralytics/yolov5/blob/master/tutorial.ipynb#scrollTo=VUOiNLtMP5aG
3. https://colab.research.google.com/drive/1gDZ2xcTOgR39tGGs-EZ6i3RTs16wmzZQ (blood cell application from https://blog.roboflow.com/how-to-train-yolov5-on-a-custom-dataset/)
Train/Test on this (mitosis counting) dataset: https://drive.google.com/drive/folders/1ST0rbcbQAcicYD_nltFsYQMhQOYaNjCW?usp=sharing the test and train annotations are in the folder linked above and are labeled test.txt and train.txt
Implement the scaled-YOLOv4 or YOLOR in google colab (cloud GPU)
Please, go to this page and click the little Github symbol to choose an existing implementation to modify from: https://paperswithcode.com/sota/object-detection-on-coco?tag_filter=15
YOLO google colab tutorials:
1.https://colab.research.google.com/drive/1_GdoqCJWXsChrOiY8sZMr_zbr_fH-0Fg#scrollTo=qaONUTI2l4Sf
2.https://colab.research.google.com/github/ultralytics/yolov5/blob/master/tutorial.ipynb#scrollTo=VUOiNLtMP5aG
3. https://colab.research.google.com/drive/1gDZ2xcTOgR39tGGs-EZ6i3RTs16wmzZQ (blood cell application from https://blog.roboflow.com/how-to-train-yolov5-on-a-custom-dataset/)
Train/Test on this (mitosis counting) dataset: https://drive.google.com/drive/folders/1ST0rbcbQAcicYD_nltFsYQMhQOYaNjCW?usp=sharing the test and train annotations are in the folder linked above and are labeled test.txt and train.txt