Obect-Detection-Models

git pull https://github.com/CJ445/Object-Detection-Models.git
cd Object-Detection-Models

Miniconda Setup on Ubuntu

Step 1: Download Miniconda

Open your terminal and download the latest Miniconda installer for Linux (64-bit):

wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh

Step 2: Install Miniconda

Run the downloaded installer script:

bash Miniconda3-latest-Linux-x86_64.sh

Follow the prompts:

• Press Enter to review the license agreement.
• Type yes to accept the terms.
• Choose the installation directory (or press Enter to install in the default location ~/miniconda3).
• Type yes to initialize Miniconda.

Once the installation completes, restart the terminal or run the following command to activate Miniconda:

source ~/.bashrc

Create a new conda environment named obj-detect

conda create -n obj-detect python=3.9 -y

Activate the new environment

conda activate obj-detect

pip install -r requirements.txt

Cascade R-CNN

python cascade_rcnn_detection.py

EfficientDet

python efficientdet_detection.py

Faster R-CNN

python faster_rcnn_detection.py

Mask R-CNN

python mask_rcnn_detection.py

RetinaNet

python retinanet_detection.py

Sparse R-CNN

python sparse_rcnn_detection.py

YOLO-NAS

python yolonas_detection.py