Detecto

Detecto is an open-source Python library built on top of PyTorch for object detection. It provides an easy-to-use and intuitive interface to train, evaluate, and deploy object detection models. Detecto simplifies the process of working with images, bounding boxes, and labels while leveraging the power of PyTorch.

Features of Detecto:

• Easy Model Training: Provides simple APIs to train custom object detection models with your own dataset.
• Pre-trained Models: Offers access to pre-trained models such as Faster R-CNN for transfer learning and faster prototyping.
• Integration with PyTorch: Fully compatible with PyTorch, allowing seamless use of tensors, GPU acceleration, and advanced PyTorch features.
• Simple Data Handling: Handles image loading, annotations, and transformations internally for quick experimentation.
• Evaluation Tools: Built-in functions to evaluate model performance with metrics like mean Average Precision (mAP).
• GPU Support: Can leverage GPU acceleration for faster training if PyTorch is installed with CUDA.
• Community Support: Active community, clear documentation, and tutorials for easy learning and troubleshooting.

To Check the Version of Detecto:
$ sudo su
$ sudo apt update
$ cd /opt
$ source /opt/detecto-env/bin/activate
$ pip show detecto | grep Version

Disclaimer: Detecto is an open-source Python library developed and maintained by the open-source community. It is provided "as is," without any warranty, express or implied. Users utilize this software at their own risk. The developers and contributors are not responsible for any damages, losses, or consequences resulting from the use of this software. Users are encouraged to review and comply with licensing terms and applicable regulations when using Detecto.