Top 10 Python resnet Projects
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.Project mention: Can we use autoencoders to change an existing image instead of create one from scratch? | reddit.com/r/learnmachinelearning | 2021-12-13
So, image segmentation (especially for satellite images) is a known problem. Search for semantic segmentation and unet (a model used for semantic segmentation). Also, if you use tensorflow there is this library which I found useful segmentation models.
Pretrained Pytorch face detection (MTCNN) and facial recognition (InceptionResnet) modelsProject mention: Query regarding Multiple face recognization system | reddit.com/r/MLQuestions | 2021-11-25
It's generally better to split the task into a multiple tasks. First I'd want to detect and extract faces. There are a number of pretrained models that you could use for that, e.g. https://github.com/timesler/facenet-pytorch, https://github.com/opencv/opencv/tree/master/data/haarcascades. Once you've extracted faces, you can train a facial recognition using something like a siamese network as you normally would.
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OpenMMLab Image Classification Toolbox and BenchmarkProject mention: how to recognize digits from this pics(i have many of them) so kindly suggest generic that can work for other similar images. I have searched alot for the source code on github but not found the correct solution. most of these solutions were incorrect while other were incomplete. Kindly help me :( | reddit.com/r/computervision | 2021-02-09
MMClassification or TIMM would be good starting points for training a classification model.
PyTorch to Keras model convertorProject mention: Is Pytorch good deployment wise? | reddit.com/r/learnmachinelearning | 2021-06-22
But of course, you can always train a model with one framework and run inference with another. For instance, pytorch2keras does exactly this.
Real-time Hand Gesture Recognition with PyTorch on EgoGesture, NvGesture, Jester, Kinetics and UCF101Project mention: How to setup gesture recognition on the Nano? | reddit.com/r/JetsonNano | 2021-04-21
I'm pretty new to the Nano and AI in general, but I'm currently working on a school project that requires me to use the Nano. I was wondering how if there are any good tutorials on how to setup the Nano and it's IMX219 camera so that it can recognize gestures. One of the datasets is this: https://github.com/ahmetgunduz/Real-time-GesRec. Thank you in advanced!
Towards deepfake detection that actually works (by dessa-oss)Project mention: Comercial aprovechando el "Deep fake" con el rostro de Mario Moreno "Cantinflas" para la publicidad de una cadena de supermercados | reddit.com/r/mexico | 2021-05-07
Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.Project mention: [P] Training StyleGAN2 in Jax (FFHQ and Anime Faces) | reddit.com/r/MachineLearning | 2021-09-12
a while ago I posted here regarding a repository containing some pretrained models implemented in Jax/Flax. I decided to add training code for these models. Here is the training code for StyleGAN2: https://github.com/matthias-wright/flaxmodels/tree/main/training/stylegan2
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Implementations and checkpoints for ResNet, Wide ResNet, ResNeXt, ResNet-D, and ResNeSt in JAX (Flax).Project mention: [P] JAX ResNet - Implementations and Checkpoints for ResNet Variants | reddit.com/r/MachineLearning | 2021-05-02
Hands on Imagenet training. Unofficial ModelZoo project on Pytorch. MobileNetV3 Top1 75.64🌟 GhostNet1.3x 75.78🌟
Focus on Algorithm Design, Not on Data WranglingProject mention: [Project] DataTap provides droplets ( containers for datasets) to make working on popular deep learning datasets easy. | reddit.com/r/MachineLearning | 2021-04-25
Learn more about how you can start using this here https://github.com/zensors/datatap-python
Python resnet related posts
[P] Training StyleGAN2 in Jax (FFHQ and Anime Faces)
2 projects | reddit.com/r/MachineLearning | 12 Sep 2021
Video Upscaling: Topaz Labs v.s. State of the Art
2 projects | reddit.com/r/programming | 16 Feb 2021
how to recognize digits from this pics(i have many of them) so kindly suggest generic that can work for other similar images. I have searched alot for the source code on github but not found the correct solution. most of these solutions were incorrect while other were incomplete. Kindly help me :(
2 projects | reddit.com/r/computervision | 9 Feb 2021
What are some of the best open-source resnet projects in Python? This list will help you:
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