DETECTRON2 PointRend Tutorial | Accurate Instance Segmentation via Rendering

[@TheCodingBug]

► My Other Tutorials: Detectron2 Complete Tutorial kzbin.info/www/bejne/hpOWoKN7e7Vsarc Colorize Black and White Images and Videos using Python OpenCV kzbin.info/www/bejne/e4u6eXSaZa57Z68 Build and Install OpenCV 4.5.1 With CUDA GPU Support on Windows 10 kzbin.info/www/bejne/j6TQmX6Xp52ihcU Face Detection Using OpenCV Python with CUDA GPU Acceleration kzbin.info/www/bejne/fYnGqmp6npair9U YOLOv4 On Android Using TFLite kzbin.info/www/bejne/j6ukm3SJa7SmbsU Install TensorFlow GPU Under 90 Seconds kzbin.info/www/bejne/qqCtlmuQl6ube8U Install PyTorch GPU Under 90 Seconds kzbin.info/www/bejne/qJKlnJuLpMqCftU Custom YOLOv4 Object Detection with TensorFlow and TFLite kzbin.info/www/bejne/rKu3dH2DZp2opa8 Darknet YOLOv4 Custom Object Detection: Part 2 (Training YOLOv4 Darknet) kzbin.info/www/bejne/Y3-oc2iGYrh_n5I Darknet YOLOv4 Custom Object Detection: Part 1 (Preparing Custom Dataset) kzbin.info/www/bejne/qXynqqaEqdObgJY YOLOv4 Object Detection with TensorFlow, TFLite and TensorRT kzbin.info/www/bejne/qnTQdGqkrst9ppo Darknet YOLOv4 Object Detection for Windows 10 on Images, Videos, and Webcams kzbin.info/www/bejne/fHaVeHWbgNqkpsU Real Time Object Detection on Webcam and Videos Using OpenCV With YOLOv3 and YOLOv4 | Windows Linux kzbin.info/www/bejne/fJvcd2NpqsaqqaM Build and Install OpenCV 4.4.0 with CUDA (GPU) Support on Windows 10 kzbin.info/www/bejne/qpu7nIpmYpmag6c Install TensorFlow GPU and PyTorch with CUDA on Windows 10 Anaconda | CUDA 10.1 cuDNN 7.6 kzbin.info/www/bejne/hp26aq13nJmWrpo Real-time Multiple Object Tracking with YOLOv4 TensorFlow and Deep Sort | Linux, Windows kzbin.info/www/bejne/fZLKenxrhaaYgck

[@AaronFhd]

I need to save out a black and white image based on the image segmentation, So for example only people. Thanks.

[@geonovelty]

Good job ! Please make a video mentioning tools to label , train, predict a custom dataset

[@TheCodingBug]

Detectron2 for the custom dataset is planned for the end of this month.

[@coder5199]

@@TheCodingBug Hi that video unfortunately does not work for PointRend. Able to make a video on how to do it for PointRend and Deeplab? I'm trying to do semantic segmentation on custom datasets.

[@TheCodingBug]

@@coder5199 yes sure. DeeplabV3+ is the latest version I guess. I'll make a video on that next week.

[@coder5199]

@@TheCodingBug Wow thanks for the quick reply. Looking forward to that! Include PointRend as well for comparison! Immediate subscribed to your channel!

[@aboudezoa]

Nicely explained, are you going to do custom datasets ?

[@TheCodingBug]

Yes. I've not been working since couple of months due to health reasons. But I'll be back from next week.

[@muddassarjilani4637]

Kindly make a detail video on instance segmentation of custom dataset using google colab

[@GauravSharma-ui4yd]

Awesome👍👍👍. Kindly make a video on efficientdet for detection as well.

[@thelazydeveloper]

amazing tutorial..i wanted to know how to do this from a long time ago..it would be nice if you make a video about how to train the detectrone 2

[@TheCodingBug]

It's already uploaded. kzbin.info/www/bejne/faCspauoZpuUm5o

[@thelazydeveloper]

@@TheCodingBug thank you

[@joaopedropatricio6016]

Great job!

[@muddassarjilani4637]

how to use these files on google colab for instance segmentation of custom dataset

[@TheCodingBug]

The video for colab is scheduled for the next week.

[@harshshah2248]

This just does not work on my end for some reason. The error always comes out to be: Traceback (most recent call last): File "/Users/harshshah/Documents/VisualStudioCode/Python/project/main.py", line 3, in detector = Detector(model_type="PR") File "/Users/harshshah/Documents/VisualStudioCode/Python/project/detetor.py", line 22, in __init__ self.cfg.merge_from_file("detectron2_repo/projects/PointRend/configs/InstanceSegmentation/pointrend_rcnn_R_50_FPN_3x_coco.yaml") File "/Users/harshshah/anaconda3/envs/detectron2/lib/python3.8/site-packages/detectron2/config/config.py", line 45, in merge_from_file assert PathManager.isfile(cfg_filename), f"Config file '{cfg_filename}' does not exist!" AssertionError: Config file 'detectron2_repo/projects/PointRend/configs/InstanceSegmentation/pointrend_rcnn_R_50_FPN_3x_coco.yaml' does not exist!

[@mdasrafuzzamansakib9812]

Sir, why my command prompt showing (base) C:\>C:\darknet\darknet-master\build\darknet\x64>darknet.exe detector test cfg/coco.data cfg/yolov4.cfg yolov4.weights Access is denied. pls help me

[@TheCodingBug]

Run prompt as administrator

[@mdasrafuzzamansakib9812]

@@TheCodingBug CUDA-version: 11040 (11040), cuDNN: 8.2.2, GPU count: 1 OpenCV version: 4.5.3 Not an option: demo sir pls help me There isn't such command: data/obj.data (base) C:\darknet\darknet-master\build\darknet\x64>darknet.exe detector data/obj.data cfg/yolov4-obj.cfg backup/yolov4-obj_last.weights -c 1 CUDA-version: 11040 (11040), cuDNN: 8.2.2, GPU count: 1 OpenCV version: 4.5.3 There isn't such command: data/obj.data pls sir help me what should i do pls pls