rkshiyaniya / Eager-Few-Shot-Object-Detection

This repository contains a notebook for object detection with the help of fine tuning of a (TF2 friendly) RetinaNet architecture on very few examples of a novel class after initializing from a pre-trained COCO checkpoint. Training runs in eager mode.

Eager-Few-Shot-Object-Detection

This repository contains a notebook for object detection with the help of fine tuning of a (TF2 friendly) RetinaNet architecture on very few examples of a novel class after initializing from a pre-trained COCO checkpoint. Training runs in eager mode.

Tech. Stack :

• Python
• TensorFlow/Keras
• object_detection API
• Matplotlib
• NumPy
• Other CV related libraries

Categories :

• Object Detection (Computer Vision)
• Deep Learning
• Image Annotation
• Eager Mode training
• Fine Tuning

• Detailed explaination has been presented in the notebook itself.