DIY-ai-art
trt_pose
| DIY-ai-art | trt_pose | |
|---|---|---|
| 14 | 3 | |
| 558 | 921 | |
| - | 0.0% | |
| 0.0 | 0.0 | |
| over 2 years ago | over 1 year ago | |
| Python | Python | |
| - | MIT License |
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DIY-ai-art
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Ask HN: Resources to learn generative art programming?
Here's a generative art project I did a while back: https://github.com/maxvfischer/DIY-ai-art
It's not so much about creating the generative algorithms, but more if you wanna wrap the learning around a fun project.
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AI-art isn't art: DALL-E and other AI artists offer only the imitation of art
Last year I built an AI-art installation from scratch and posted the DIY-documentation here on HN [0][1]. A big part of why I built the installation was to stir up this exact discussion. To me, art is about emotions and making people feel, even if that feeling is their strong opinion on art.
[0] https://github.com/maxvfischer/DIY-ai-art)
[1] https://news.ycombinator.com/item?id=28221904
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Cool (online) places for 2022
DIY AI art
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DIY AI Art - Can I use Raspberry PI instead of Nvidia Jetson?
I have a question regarding this DIY AI Art project - https://github.com/maxvfischer/DIY-ai-art
- Show HN: I built an AI art installation at home generating new pieces on the fly
- How to build your own AI art installation from scratch
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Painted from image by learned neural networks
This is amazing! I recently shared a project I've been doing, building an installation visualizing ML-generated art (https://github.com/maxvfischer/DIY-ai-art). It would be amazing to try your painting model on top of my StyleGAN.
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[P] I build a GAN art installation from scratch at home. Tired of an artwork? Just push the button below the screen and another generated piece will be displayed. By adding a dimension where an artwork you like is just a button-push away from being deleted, it actually makes you enjoy it more
I’ve also written an extensive guide if you want to build your own installation: https://github.com/maxvfischer/DIY-ai-art
trt_pose
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[P] Football Player 3D Pose Estimation using YOLOv7
You can try trt_pose rather than YOLO. It's super fast. I am also doing 3D pose estimation, and with trt_pose I get the 2D at more than 100fps. https://github.com/NVIDIA-AI-IOT/trt_pose
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How to setup gesture recognition on the Nano?
I just followed the setup instructions for TRT_pose and then TRT_pose_hand and it was working great for me! You will need to follow these steps first to get TRT_pose on your device.
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How to use the Nano and openpose to detect the humans bodies inside footages for removing the colors that don't belong to them
I think you are looking for trt_pose, available here: https://github.com/NVIDIA-AI-IOT/trt_pose. I think this is the best library for real time pose tracking for the nano.
What are some alternatives?
ProsePainter
lightweight-human-pose-estimation.pytorch - Fast and accurate human pose estimation in PyTorch. Contains implementation of "Real-time 2D Multi-Person Pose Estimation on CPU: Lightweight OpenPose" paper.
kalidokit - Blendshape and kinematics calculator for Mediapipe/Tensorflow.js Face, Eyes, Pose, and Finger tracking models.
U-2-Net - The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
torch2trt - An easy to use PyTorch to TensorRT converter
StyleGAN-Tensorflow - Simple & Intuitive Tensorflow implementation of StyleGAN (CVPR 2019 Oral)
trt_pose_hand - Real-time hand pose estimation and gesture classification using TensorRT
jetson_stats - 📊 Simple package for monitoring and control your NVIDIA Jetson [Orin, Xavier, Nano, TX] series
Real-time-GesRec - Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101
animegan2-pytorch - PyTorch implementation of AnimeGANv2
yolo_tracking - BoxMOT: pluggable SOTA tracking modules for segmentation, object detection and pose estimation models