cyndwith
As a seasoned R&D professional, I specialize in algorithm development and optimization within the realms of computer vision, deep learning,
Pinned Repositories
cnn_networks
cnn networks
DeepGC
Jupyter notebook
DeepPI
Deep Neural Networks on Raspberry PI
IPPG
Image Photoplethysmography
MLT
Machine Learning Tutorial
MMIR
Multi-Modal Image Registration
ONNX-CNN-compute-and-memory-bandwidth-for-EdgeAI
ONNX tools to estimate the compute and memory bandwidth of CNN models.
Quantizing-Convolutional-Neural-Networks-for-Practical-Deployment
Quantization is vital in edge AI, converting high-precision floating-point numbers to fixed-point or integers. This reduces memory demands, enabling efficient processing on resource-constrained devices while maintaining acceptable accuracy.
RF_VLSI_subGHz_Front_End_Design
SfM
Structure from Motion (SfM) using Factorization Method
cyndwith's Repositories
cyndwith/IPPG
Image Photoplethysmography
cyndwith/MMIR
Multi-Modal Image Registration
cyndwith/SfM
Structure from Motion (SfM) using Factorization Method
cyndwith/ONNX-CNN-compute-and-memory-bandwidth-for-EdgeAI
ONNX tools to estimate the compute and memory bandwidth of CNN models.
cyndwith/cnn_networks
cnn networks
cyndwith/DeepGC
Jupyter notebook
cyndwith/DeepPI
Deep Neural Networks on Raspberry PI
cyndwith/MLT
Machine Learning Tutorial
cyndwith/Quantizing-Convolutional-Neural-Networks-for-Practical-Deployment
Quantization is vital in edge AI, converting high-precision floating-point numbers to fixed-point or integers. This reduces memory demands, enabling efficient processing on resource-constrained devices while maintaining acceptable accuracy.
cyndwith/RF_VLSI_subGHz_Front_End_Design
cyndwith/STT
Speech To Text from video file using DeepSpeech Mozilla
cyndwith/bitcamp2016
cyndwith/codeChef
cyndwith/Document
cyndwith/fMRI-SAM
Analysis of Segment Anything Model (SAM) for Brain Extraction in fMRI studies
cyndwith/HandPose
Hand pose estimation
cyndwith/Image-and-Video-Processing-AR-
cyndwith/Image-Video-Registration
cyndwith/llm-quantization
Comparison of different LLM Quantization algorithms
cyndwith/NutriNet
NUTRINET: INDIAN FOOD NUTRITION CLASSIFICATION USING DEEP LEARNING
cyndwith/onnxruntime-genai
Generative AI extensions for onnxruntime
cyndwith/quark-documentation
Quark (new quantizer) documentation. https://quark.docs.amd.com/latest/index.html#
cyndwith/ryzen-ai-documentation
Onboarding documentation source for the AMD Ryzen™ AI Software Platform. The AMD Ryzen™ AI Software Platform enables developers to take pretrained machine learning models in popular frameworks and run them on laptops powered by AMD Ryzen™ AI technology.
cyndwith/RyzenAI-SW
cyndwith/SocialDistance
Measuring social distance using mono-chrom images
cyndwith/testRepo
test repo creation
cyndwith/ThermalAware-FloorPlanning
cyndwith/topologicalSort
cyndwith/VirtualMemorySimulator