DebuggerCafe - Deep Learning, Machine Learning, Artificial Intelligence

OpenELM – Open Efficient Language Models from Apple

In this article, we explore the OpenELM model from Apple. We go through the model's scaling strategy, the pretraining datasets, benchmark results, and where the model falls short. ...

Fine Tuning LRASPP MobileNetV3 on the IDD Segmentation Dataset and Exporting to ONNX

Sovit Ranjan Rath August 5, 2024 2 Comments

In this article, we are fine tuning the LRASPP MobileNetV3 model on the entire IDD (Indian Driving Dataset) for Semantic Segmentation. ...

Training LRASPP MobileNetV3 on Indian Driving Dataset Subset for Semantic Segmentation

Sovit Ranjan Rath July 29, 2024 0 Comments

In this article, we are training the LRASPP MobileNetV3 model on a subset of the Indian Driving Dataset for semantic segmentation. ...

Fine Tuning LRASPP MobileNetV3 on the KITTI Segmentation Dataset

Sovit Ranjan Rath July 22, 2024 3 Comments

In this article, we will be fine tuning the LRASPP MobileNetV3 segmentation model on the KITTI dataset with two different approaches and compare the results. ...

Optimizing Faster RCNN MobileNetV3 for Real-Time Inference on CPU

Sovit Ranjan Rath July 15, 2024 4 Comments

On this article, we are optimizing the Faster RCNN MobileNetV3 model using ONNX for near real-time detection on CPU. ...