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Wait For Labeled Data or Not? How Nanit Builds Human Pose Estimation Models

Aug 11

Articles, Case Study, Experiment, Computer Vision

Building An Image Encoder With ViT-VQGAN

Boris Dayma, Suraj Patil, Pedro Cuenca

Aug 10

Articles, Computer Vision, Experiment, Advanced

How To Eliminate the Data Processing Bottleneck With PyTorch

Aug 09

PyTorch, Tutorial, Articles, Advanced, Domain Agnostic, Computer Vision, Kaggle

Using Vertex AI and Weights & Biases to Enhance Image Resolution

Aug 08

Computer Vision, Advanced, Tutorial, Image manipulation, Vertex AI

Writing a Training Loop in JAX and Flax

Soumik Rakshit, Saurav Maheshkar

Jul 29

Articles, Computer Vision, Object Detection, CIFAR10, CNN, JAX, Tutorial, Advanced

YOLOv5 Wildfire Smoke Detection With Roboflow and Weights & Biases

Jul 27

Articles, Experiment, Tutorial, Intermediate, Computer Vision, Object Detection, YOLO

How To Change Activation Functions in Transformers

Saurav Maheshkar

Jul 26

Articles, Domain Agnostic, Tutorial, Beginner

How to Implement Deep Convolutional Generative Adversarial Networks (DCGAN) in Tensorflow

Saurav Maheshkar

Jul 22

GenAI, GAN, DCGAN, Beginner, Articles, Plots, Computer Vision, Tutorial

Finding the New ResNet18

Jul 20

ResNet, ConViT, TIMM, Experiment, Articles, Intermediate, Sweeps, Computer Vision

How To Write Efficient Training Loops in PyTorch

Saurav Maheshkar

Jul 19

Articles, PyTorch, Domain Agnostic, Intermediate, Plots

Using Language Models for Fact-Checking & Claim Assessment

Othman EL HOUFI

Jul 18

NLP, Articles, Intermediate, Plots, BERT, LLM

Hyperparameter Search for HuggingFace Transformer Models

Jul 14

Articles, Beginner, Sweeps, HuggingFace, Computer Vision, Plots, Tables, NLP

How To Use 8-Bit Optimizers in PyTorch

Saurav Maheshkar

Jul 13

Articles, Beginner, Domain Agnostic

How To Use Autocast in PyTorch

Saurav Maheshkar

Jul 08

Articles, Beginner, Domain, PyTorch, Plots

Robotic Telekinesis in the Wild

Jul 07

Articles, TMP, Robotics, Computer Vision, Video, Experiment, Intermediate

Building Diverse Skillsets for Video Game Characters With Adversarial Skill Embeddings

Jul 07

Computer Vision, Articles, TMP, Reinforcement Learning, Experiment, Plots, Video

Video Editing Using Automatic Speech Recognition

Jul 06

Articles, Audio, Video, Experiment, Plots, Intermediate

How to Use Label Smoothing in TensorFlow

Saurav Maheshkar

Jul 01

Articles, Domain Agnostic, Beginner

How To Implement Gradient Accumulation in PyTorch

Saurav Maheshkar

Jul 01

Articles, Domain Agnostic, Tutorial, Beginner, PyTorch

How To Use the Flatten Layer in Keras

Saurav Maheshkar

Jun 24

Keras, Articles, Domain Agnostic, Tutorial

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