Deep Learning Object Detection
Budget: $30 – $250 USD
I will pay $40 for the completed project, so please do not bid higher.
Implement the Swin-L backbone with cascade mask rcnn 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=48
I recommend this one: https://github.com/microsoft/Swin-Transformer
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 Swin-L backbone with cascade mask rcnn 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=48
I recommend this one: https://github.com/microsoft/Swin-Transformer
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