AppleDetector

Open-world object detector toy example and solution with FastSAM and CLIP models.

Creating a new conda environment and installing the required packages:

conda create -n detect python=3.9 -y
conda activate detect
conda install pytorch torchvision torchaudio pytorch-cuda=12.4 -c pytorch -c nvidia -y
conda install jupyter -y

Installing the fastsam:

git clone https://github.com/CASIA-IVA-Lab/FastSAM.git

cd FastSAM
pip install -r requirements.txt

Installing the CLIP:

pip install git+https://github.com/openai/CLIP.git