Use VGG Image Annotator to label a custom dataset and train an instance segmentation model with Mask R-CNN implemented in Keras.
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Nov 21, 2022 - Python
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vgg-image-annotator
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Docker image of VIA (VGG Image Annotator) project
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Nov 14, 2023 - Yacc
Convert annotations from VIA to COCO.
json annotation convert annotations vgg coco via vgg-image-annotator annotation-conversion coco-format coco-format-annotations
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Apr 23, 2023 - Python
VisionConverter is a Python library designed to convert object detection dataset annotations between the most widely used formats in computer vision. Allows developers to do conversions both from the command line and directly in Python code.
python computer-vision tensorflow annotations dataset yolo coco object-detection command-line-tool data-preprocessing pascal-voc createml vgg-image-annotator labelme-json annotation-conversion dataset-converter
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Jul 22, 2025 - Python
This project is a handcrafted end-to-end Optical Character Recognition (OCR) pipeline built to transcribe my handwritten journal entries into digital text—using PyTorch, Faster R-CNN, AWS Lambda, and iOS Shortcuts. It's a personal and technical showcase of deep learning, MLOps, and full-stack AI deployment. Includes in-depth technical report.
docker ocr aws-lambda api-gateway pytorch faster-rcnn transfer-learning optical-character-recognition ecr textblob fine-tuning bilstm mean-average-precision cnn-lstm-ctc ios-shortcuts vgg-image-annotator fastapi inference-pipeline albumentations auto-annotation
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Jun 1, 2025 - Jupyter Notebook
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