dnth
Fullstack computer vision engineer specializing in deploying models on edge devices for real-time inference.
@zenml-ioKuala Lumpur, Malaysia
Pinned Repositories
behavior-dataset
Dataset for behavior recognition on NAO
deployment-frameworks
fastdup-manage-clean-curate-blogpost
Find duplicate and anomalies in your dataset. Identify wrong/confusing labels in your dataset. Uncover data leak in your dataset.
huggingface-timm-mobile-blogpost
Bringing High-Quality Image Models to Mobile: Hugging Face TIMM Meets Android & iOS
supercharge-your-pytorch-image-models-blogpost
Supercharge Your PyTorch Image Models: Bag of Tricks to 8x Faster Inference with ONNX Runtime & Optimizations
timm-flutter-pytorch-lite-blogpost
PyTorch at the Edge: Deploying Over 964 TIMM Models on Android with TorchScript and Flutter.
x.infer
Framework agnostic computer vision inference. Run 1000+ models by changing only one line of code. Supports models from transformers, timm, ultralytics, vllm, ollama and your custom model.
x.retrieval
Evaluate your multimodal retrieval system with any models and datasets.
yolov5-deepsparse-blogpost
By the end of this post, you will learn how to: Train a SOTA YOLOv5 model on your own data. Sparsify the model using SparseML quantization aware training, sparse transfer learning, and one-shot quantization. Export the sparsified model and run it using the DeepSparse engine at insane speeds. P/S: The end result - YOLOv5 on CPU at 180+ FPS using on
yolov5-torchscript-flutter-blogpost
YOLOv5 real time inference on Android with Torchscript and Flutter
dnth's Repositories
dnth/behavior-dataset
Dataset for behavior recognition on NAO
dnth/awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
dnth/flutter-login-template
dnth/soc_data
dnth/AttTracker
dnth/AttTracker-pyside
dnth/awesome-flutter-ui
10+ flutter(android, ios) UI design examples :zap: - login, books, profile, food order, movie streaming, walkthrough, widgets
dnth/bounding-box-augmentation
Augment dataset (images and annotations) for object detection
dnth/car_plate_localization
Localization of number in car plate
dnth/DE123456_blink
dnth/github-markdown-copy-button-test
Sample code to demonstrate the "Copy" button in the Markdown files
dnth/icon2017
dnth/kivy_calculator
dnth/lifemanagerbot
dnth/long-behavior
Behavior recognition long
dnth/mail_slidegen
dnth/Malaysia_License_Plate_Generator
Malaysia car plate generator for car plate recognition model training
dnth/ml-logos
:camera: :sparkles: SVG logos for various ML libraries
dnth/models
Models and examples built with TensorFlow
dnth/myprovi2web
dnth/mypvapp
dnth/PlantDoc-Object-Detection-Dataset
dnth/plate_recognition
vehicle plate recognition
dnth/pneumonia_detection
dnth/raspi_doorlock
dnth/short-behavior
dnth/soc
dnth/TF2U10
dnth/u10tfCourse
dnth/yolov5-icevision
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite