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Top 22 Python Tensorrt Projects
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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/
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yolo_tracking
BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models
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yolov7_d2
🔥🔥🔥🔥 (Earlier YOLOv7 not official one) YOLO with Transformers and Instance Segmentation, with TensorRT acceleration! 🔥🔥🔥
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Project mention: [D] Object detection models that can be easily converted to CoreML | /r/MachineLearning | 2023-07-25
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tensorflow-yolov4-tflite
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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yolov5-face
YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)
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GenerativeAIExamples
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
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inference
A fast, easy-to-use, production-ready inference server for computer vision supporting deployment of many popular model architectures and fine-tuned models. (by roboflow)
Yeah, inference[1] is our open source package for running locally (either directly in Python or via a Docker container). It works with all the models on Universe, models you train yourself (assuming we support the architecture; we have a bunch of notebooks available[2]), or train in our platform, plus several more general foundation models[3] (for things like embeddings, zero-shot detection, question answering, OCR, etc).
We also have a hosted API[4] you can hit for most models we support (except some of the large vision models that are really GPU-heavy) if you prefer.
[1] https://github.com/roboflow/inference
[2] https://github.com/roboflow/notebooks
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yolov4-custom-functions
A Wide Range of Custom Functions for YOLOv4, YOLOv4-tiny, YOLOv3, and YOLOv3-tiny Implemented in TensorFlow, TFLite, and TensorRT.
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Website: https://savant-ai.io/
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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.
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Project mention: What's your experience witch watching movies/animes on 1440P | /r/Monitors | 2023-07-07
Anime is very blurry when upscaled on 1440p, given that anime isn't even native 1080p to begin with. I found a good solution tho. There is a really great anime upscaler called 2x Animejanai V2.
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jetson-voice
ASR/NLP/TTS deep learning inference library for NVIDIA Jetson using PyTorch and TensorRT
I've had some trouble running them on a regular Jetson nano. Specifically https://github.com/dusty-nv/jetson-voice. Has anyone tried them with Orin Nano?
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Project mention: Revolutionize Your FPS Experience with AI: Introducing the YOLOv8 Aimbot 🔥 | /r/computervision | 2023-12-08
This isn't just another aimbot; it's a next-level, AI-driven aiming assistant powered by cutting-edge computer vision technology. It uses the YOLOv8 model to pinpoint and track enemies with unerring accuracy. Ready to see it in action? Check this out! 👀 YOLOv8 Aimbot in Action!
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-03-24.
Python Tensorrt related posts
- [D] Object detection models that can be easily converted to CoreML
- 🌠🌟Radiata TensorRT WebUI ⚡🏎️💨
- 🌠🌟Radiata Stable Diffusion with TensorRT WebUI🏎️💨
- A1111 just added support for TensorRT for webui as an extension!
- Learning Exchange, lets training YoloX
- Understanding heatmaps
- TensorRT txt2img GUI: 20 to 30% speed boost
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Index
What are some of the best open-source Tensorrt projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | YOLOX | 8,972 |
| 2 | yolo_tracking | 6,046 |
| 3 | torch2trt | 4,376 |
| 4 | yolov7_d2 | 3,130 |
| 5 | mmdeploy | 2,481 |
| 6 | TensorRT | 2,319 |
| 7 | tensorflow-yolov4-tflite | 2,221 |
| 8 | yolov5-face | 1,919 |
| 9 | tensorrt_demos | 1,720 |
| 10 | GenerativeAIExamples | 1,454 |
| 11 | FastMOT | 1,095 |
| 12 | inference | 1,015 |
| 13 | Radiata | 984 |
| 14 | trt_pose | 921 |
| 15 | yolov4-custom-functions | 587 |
| 16 | Savant | 476 |
| 17 | Sparsebit | 319 |
| 18 | tflite2tensorflow | 249 |
| 19 | mpv-upscale-2x_animejanai | 244 |
| 20 | jetson-voice | 164 |
| 21 | yolov8_aimbot | 107 |
| 22 | opti_models | 55 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com