- Pytorch tutorials
- Computer vision courses
- Mask RCNN Pytorch – Instance Segmentation
- Everything about Mask R-CNN: A Beginner’s Guide Read more at: https://viso.ai/deep-learning/mask-r-cnn/
- Train Mask R-CNN Net for Object Detection in 60 Lines of Code
- COCO Common Objects in Context
- The Pascal Visual Object Classes (VOC) Challenge
- The PASCAL Visual Object Classes Homepage
- TFLite, ONNX, CoreML, TensorRT Export
- Computer Vision Annotation Formats
- FiftyOne
- COCO Annotator
- VGG Image Annotator (VIA)
- Pychet Labeller
- MATLAB - Image Segmenter
- [LabelImg]
- [LabelMe]
- [CVAT]
- [VoTT]
- Roboflow makes the conversion between formats.
Pattern Analysis, Statistical Modelling and computational Learning
Image augmentation.
Trainin pytorch, maskrcnn
YOLOv4 needs YOLOv4 Pytorch TXT
Which data is necessary for PASCAL VOC? Read and Write Pascal Voc XML Annotations in Python VIA2COCO via2coco pycococreator
https://patrickwasp.com/create-your-own-coco-style-dataset/ How to Automatically Generate VGG Image Annotation Files.
https://github.com/michhar/pytorch-mask-rcnn-samples https://www.kaggle.com/code/pestipeti/pytorch-starter-fasterrcnn-train https://www.kaggle.com/code/pestipeti/pytorch-starter-fasterrcnn-train https://christianjmills.com/posts/icevision-mask-rcnn-tutorial/part-1/ https://github.com/michhar/pytorch-mask-rcnn-samples/blob/master/Train.ipynb https://pytorch.org/vision/stable/models.html#object-detection-instance-segmentation-and-person-keypoint-detection https://haochen23.github.io/2020/06/fine-tune-mask-rcnn-pytorch.html#.ZBCQux_MJPY https://towardsdatascience.com/train-mask-rcnn-net-for-object-detection-in-60-lines-of-code-9b6bbff292c3 https://debuggercafe.com/instance-segmentation-with-pytorch-and-mask-r-cnn/ https://github.com/topics/annotation-conversion https://colab.research.google.com/drive/16jcaJoc6bCFAQ96jDe2HwtXj7BMD_-m5#scrollTo=PIbAM2pv-urF&line=4&uniqifier=1 https://www.kaggle.com/code/kerneler/starter-mask-rcnn-pytorch-weights-cb974d86-a https://towardsdatascience.com/train-mask-rcnn-net-for-object-detection-in-60-lines-of-code-9b6bbff292c3
Comenzar a indagar otro nuevo detector de objetos generales. Mirar el código fuente de Pytorch mobile Android. Probar el detector de personas en Windows. Subirlo a Github. Resolver el tema de la GPU. META: TENER UN DETECTOR DE OBJETOS. Necesito ver como enlazar un detector de objetos al formato que ya tengo. Colocar un detector de objetos varios para hacer andar con la cámara web. Ver los tutoriales: https://pytorch.org/blog/torchvision03/ https://medium.com/jumio/object-detection-tutorial-with-torchvision-82b8f269f6ff https://pytorch.org/tutorials/intermediate/torchvision_tutorial.html https://pytorch.org/vision/stable/models.html
Buen tutorial https://debuggercafe.com/object-detection-using-pytorch-faster-r-cnn-mobilenetv3/ https://colab.research.google.com/drive/1eAUjzV3nZXkUXi0spPg6zUHtJWaUSzFk?usp=sharing Good option to train https://github.com/sovit-123/fasterrcnn-pytorch-training-pipeline
https://pytorch.org/vision/stable/models.html#initializing-pre-trained-models https://pytorch.org/vision/stable/models.html#object-detection
https://github.com/pytorch/pytorch#a-gpu-ready-tensor-library