opti_models
facemask_detection
opti_models | facemask_detection | |
---|---|---|
1 | 1 | |
55 | 29 | |
- | - | |
0.0 | 0.0 | |
over 2 years ago | over 3 years ago | |
Python | Python | |
MIT License | MIT License |
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opti_models
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How to get from zero to production ready neural nets?
There are many ways to convert models into different formats for production: ONNX, OPENVINO, TensorRT. Here is a repo with examples: https://github.com/IlyaDobrynin/opti_models
facemask_detection
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Can Someone please guide me for this project.
https://github.com/ternaus/facemask_detection fixed link
What are some alternatives?
YOLOX - YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
tflite2tensorflow - Generate saved_model, tfjs, tf-trt, EdgeTPU, CoreML, quantized tflite, ONNX, OpenVINO, Myriad Inference Engine blob and .pb from .tflite. Support for building environments with Docker. It is possible to directly access the host PC GUI and the camera to verify the operation. NVIDIA GPU (dGPU) support. Intel iHD GPU (iGPU) support. Supports inverse quantization of INT8 quantization model.
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
deepsparse - Sparsity-aware deep learning inference runtime for CPUs
LaTeX-OCR - pix2tex: Using a ViT to convert images of equations into LaTeX code.
PINTO_model_zoo - A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
deeplake - Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
torch2trt - An easy to use PyTorch to TensorRT converter
nebuly - The user analytics platform for LLMs