This is also an updated version of my previous blog detectron2 published on October 13, 2019. I lost the previous source for this blog, but, let's re-write it.
The autumn in both Vancouver and Seattle is gorgeous…
Space Needle
So Heavy
Ferris Wheel
Pier 55
Vancouver Maple
UBC Poisonous Mushroom
Alright, let’s rapidly test Detectron2 .
Installation is detailedly summarized in INSTALL.md .
We can simply follow GETTING_STARTED.md for some simple demonstrations. Make sure you’ve downloaded the demo pictures from Detectron1 demo and save under Detectron2’s folder demo.
1 2 3 4 5 6 7 8 9 10 11 ➜ detectron2 git:(master) python demo/demo.py --config-file configs/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x.yaml \ --input ./demo/17790319373_bd19b24cfc_k.jpg \ --output ./result.jpg \ --opts MODEL.WEIGHTS detectron2://COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl [04/05 18:17:22 detectron2]: Arguments: Namespace(confidence_threshold=0.5, config_file='configs/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x.yaml' , input=['./demo/17790319373_bd19b24cfc_k.jpg' ], opts=['MODEL.WEIGHTS' , 'detectron2://COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl' ], output='./result.jpg' , video_input=None, webcam=False) [04/05 18:17:24 fvcore.common.checkpoint]: Loading checkpoint from detectron2://COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl [04/05 18:17:24 fvcore.common.file_io]: URL https://dl.fbaipublicfiles.com/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl cached in /home/longervision/.torch/fvcore_cache/detectron2/COCO-InstanceSegmentation/mask_rcnn_R_50_FPN_3x/137849600/model_final_f10217.pkl [04/05 18:17:24 fvcore.common.checkpoint]: Reading a file from 'Detectron2 Model Zoo' 0%| | 0/1 [00:00<?, ?it/s][04/05 18:17:25 detectron2]: ./demo/17790319373_bd19b24cfc_k.jpg: detected 13 instances in 0.86s 100%|████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 1.05it/s] ➜ detectron2 git:(master)
Let's take a look at the result:
Segmentation Result of 17790319373_bd19b24cfc_k
And of course, my pictures taken in Seattle and Vancouver:
Overview Seattle on Space Needle
Around Space Needle
Overview Seattle on Space Needle
Around Space Needle
Overview Seattle on Space Needle
Around Space Needle
