Object-Detection-Using-TensorFlow

This repository contains Various Techniques that can be used for object detection.

Tech. Stack :

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

Categories :

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

• Detailed explaination has been presented in the respective notebook itself.

Eager Few Shot Object Detection

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.

TensorFlow Hub Object Detection

A notebook for "out-of-the-box" object detection model from TensorFlow Hub and inference on images.