Posts

• Effortless Video Action Recognition with TF Hub

  Quickly perform Action Recognition on any videos using pretrained models from Tensorflow Hub

  Mar 30, 2021

• Image Captioning Part I

  Learn how to prepare a dataset and perform feature extraction for later training an Image Captioning model

  Mar 21, 2021

• Object Detection on custom dataset with EfficientNet

  Learn how to use TensorFlow's Object Detection API to train an object detection model based on Efficientdet pre-trained on COCO dataset.

  Mar 2, 2021

• Object Detection with YOLOv3 in Tensorflow

  Learn how to build YOLOv3 in Tensorflow and use pre-trained weights to quickly perform Object Detection

  Feb 24, 2021

• Effortless Object Detection with TF Hub

  Quickly perform Object Detection on any images using pretrained models from Tensorflow Hub

  Feb 11, 2021

• Adversarial attack with Fast Gradient Signed Method

  How to perform an Adversarial attack using Fast Gradient Signed Method in Tensorflow

  Jan 29, 2021

• DeepDream with Tensorflow

  How to build a DeepDream from scratch in Tensorflow

  Jan 18, 2021

• Handling Imbalanced Datasets

  How to use sampling techniques implemented in the imbalanced-learn Python library to deal with imbalanced datasets.

  Oct 31, 2020

• minGPT in TensorFlow

  How to implement and train a mini version of GPT in TensorFlow

  Sep 13, 2020

• Preprocessing Structured data in TF 2.3

  Aug 2, 2020

• Annotation with TensorFlow Object Detection API

  Jul 19, 2020

• Captum PyTorch Vision Example

  How to use Captum.ai to intepret an image classification model.

  Apr 18, 2020

• Mask-RCNN Tensorflow v1 image examples

  Use image segmentation creatively

  Mar 29, 2020

• Text classification with BERT using TF Text

  Learn how to use library TF Text to build a BERT-based Text classification model

  Mar 15, 2020