DebuggerCafe - Deep Learning, Machine Learning, Artificial Intelligence

Workout Recognition using CNN and Deep Learning

This article fine-tunes a pretrained ResNet50 CNN model for workout recognition in images and videos. ...

Human Action Recognition using 2D CNN with PyTorch

Sovit Ranjan Rath June 12, 2023 0 Comment

Human Action Recognition using a 2D CNN, specifically, fine tuning a pretrained ResNet50 model on a dataset with 15 action classes. ...

Using Custom Backbone for PyTorch SSD for Object Detection

Sovit Ranjan Rath June 5, 2023 52 Comments

In this article, we use a PyTorch SSD model with custom ResNet34 backbone and train it on a person detection dataset. ...

Train DETR on Custom Dataset

Sovit Ranjan Rath May 29, 2023 2 Comments

In this article, we fine fine DETR (Detection Transformer) models on a custom aquarium dataset. After training, we also run inference on the test dataset and unseen videos. ...

DETR for Object Detection

Sovit Ranjan Rath May 22, 2023 9 Comments

In this article, we explore the DETR model for object detection. Along with a short discussion of the model architecture, we also carry out inference on videos. ...