Developing intelligent agents, using LLMs like GPT-4o, Gemini, etc., that can perform tasks requiring multiple steps, adapt to changing information, and make decisions is a core challenge in AI ...
Optimizing VJEPA-2: Tackling Latency & Context in Real-Time Video Classification Scripts
The domain of video understanding is rapidly evolving, with models capable of interpreting complex actions and interactions within video streams. Meta AI's VJEPA-2 (Video Joint Embedding Predictive ...
FineTuning RetinaNet for Wildlife Detection with PyTorch: A Step-by-Step Tutorial
According to World Wildlife Fund assessments, the global biodiversity crisis has reached critical levels, with terrestrial mammal populations declining by 69% since 1970. From Africa’s savannahs to ...
Introducing YOLO-NAS Pose: A Leap in Pose Estimation Technology
YOLO-NAS Pose models is the latest contribution to the field of Pose Estimation. Earlier this year, Deci garnered widespread recognition for its groundbreaking object detection foundation model, ...
Automatic Document Scanner using OpenCV
Last updated on 4th Nov 2022 Document Scanning is the process of converting physical documents into their digital form. It can be done by taking images either via a scanner or just your phone ...
TensorFlow Model Optimization Toolkit – A Deep Dive
In the previous posts of the TFLite series, we introduced TFLite and the process of creating a model. In this post, we will take a deeper dive into the TensorFlow Model Optimization. We will explore ...