Computer Vision Dataset Maker

You can find a technical article related to this project here The Power of Florence-2 with OpenVINO & FiftyOne: Real-World Applications in Image Analysis

Conda environment

conda create -n cvd-maker python=3.11 -y
conda activate cvd-maker
pip install -r requirements.txt

TODO

• Make fiftyone dataset
• Add Object detection predictions from OVFlorence to fiftyone dataset
• Add Captioning
• Add Florence-2 embeddings and visualize it on 2D
• [] predictions/labels from florence-2 to yolo format
• [] Quantization to int8 and make it avaible on Huggingface models
• [] Add segmentation label using EfficientSAM or FastSAM, OpenVINO format

Source Material and useful links

• OpenVINO-Demo-Florence2

• pexe-downloader