PyTorch Archives - Page 5 of 33

UAV Small Object Detection using Deep Learning and PyTorch

In this article, we use PyTorch Faster RCNN and fine-tune it for small object detection on UAV images. ...

Workout Recognition using CNN and Deep Learning

Sovit Ranjan Rath June 19, 2023 0 Comment

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. ...

Category: PyTorch

UAV Small Object Detection using Deep Learning and PyTorch

Workout Recognition using CNN and Deep Learning

Human Action Recognition using 2D CNN with PyTorch

Using Custom Backbone for PyTorch SSD for Object Detection

Train DETR on Custom Dataset