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Object Detection with RetinaNet
Implementing RetinaNet: Focal Loss for Dense Object Detection.
object-detection retinanet keras tensorflow
YOLOv4 With TensorFlow
YOLOv4, YOLOv4-tiny, YOLOv3, YOLOv3-tiny Implemented in Tensorflow 2.0, Android. Convert YOLO v4 .weights tensorflow, tensorrt and tflite.
object-detection yolo yolov4 yolov4-tiny
Tensorflow Fourier Feature Mapping Networks
Tensorflow 2.0 implementation of fourier feature mapping networks.
fourier-transformations tensorflow code paper
Silero Models: pre-trained enterprise-grade STT models
Silero Speech-To-Text models provide enterprise grade STT in a compact form-factor for several commonly spoken languages.
speech-recognition pytorch tensorflow onnx
Supervised Contrastive Learning
Implements the ideas presented in Supervised Contrastive Learning (https://arxiv.org/pdf/2004.11362v1.pdf) by Khosla et al.
deep-learning representation-learning contrastive-learning supervised-contrastive-learning
SimCLR in TensorFlow 2
(Minimally) implements SimCLR (https://arxiv.org/abs/2002.05709) in TensorFlow 2.
self-supervised-learning representation-learning deep-learning computer-vision
Cycle GAN in TensorFlow 2.0 with Custom Loops
Implementation of "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks" by Jun-Yan Zhu et al.
generative-adversarial-networks computer-vision image-to-image-translation unpaired-images
Learning to See before Learning to Act: Visual Pre-training
We find that pre-training on vision tasks significantly improves generalization and sample efficiency for learning to manipulate objects.
computer-vision transfer-learning robotics affordance
Optimizing MobileDet for Mobile Deployments
Learn about the criticalities of effectively optimizing MobileDet object detectors for mobile deployments.
tensorflow-lite object-detection computer-vision edge-ai
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