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Synaptics AI Models

Access pre-optimized AI models for Synaptics Astra Machina and Machina Micro Developer kits.

Image Classification

Inception V4 299 Quant

A quantized Inception V4 model optimized for image classification on ImageNet at 299x299 resolution.

Image Classification

MobileNet V1 0.25 224 Float

A MobileNet V1 model with a 0.25 width multiplier optimized for image classification on ImageNet at 224x224 resolution.

Image Classification

MobileNet V1 0.25 224 Quant

A quantized MobileNet V1 model with a 0.25 width multiplier optimized for image classification on ImageNet at 224x224 resolution.

Image Classification

MobileNet V2 1.0 224 Float

A MobileNet V2 model with a 1.0 width multiplier optimized for image classification on ImageNet at 224x224 resolution.

Image Classification

MobileNet V2 1.0 224 Quant

A quantized MobileNet V2 model with a 1.0 width multiplier optimized for image classification on ImageNet at 224x224 resolution.

Image Processing

Convert NV12@1920x1080 to RGB@1920x1080

A preprocessing model to convert NV12 formatted images from 1920x1080 resolution to RGB format at the same resolution.

Image Processing

Convert NV12@1920x1080 to RGB@224x224

A preprocessing model to convert NV12 formatted images from 1920x1080 resolution to RGB format at 224x224 resolution.

Image Processing

Convert NV12@1920x1080 to RGB@640x360

A preprocessing model to convert NV12 formatted images from 1920x1080 resolution to RGB format at 640x360 resolution.

Image Processing

SR Fast Y UV 1280x720 to 3840x2160

A fast super-resolution model converting YUV images from 1280x720 to 3840x2160 resolution.

Image Processing

SR Fast Y UV 1920x1080 to 3840x2160

A fast super-resolution model converting YUV images from 1920x1080 to 3840x2160 resolution.

Image Processing

SR QDEO Y UV 1280x720 to 3840x2160

A QDEO-based super-resolution model converting YUV images from 1280x720 to 3840x2160 resolution.

Image Processing

SR QDEO Y UV 1920x1080 to 3840x2160

A QDEO-based super-resolution model converting YUV images from 1920x1080 to 3840x2160 resolution.

Pose Detection

PoseNet MobileNet 0.75 Float

A PoseNet model using MobileNet architecture with 75% width multiplier for efficient body pose estimation.

Pose Detection

PoseNet MobileNet 0.75 Quant

A quantized PoseNet model using MobileNet architecture with 75% width multiplier for efficient and optimized body pose estimation.

Pose Detection

YOLOv8s Pose

A YOLOv8s model specialized for body pose estimation, optimized for real-time applications.

Object Detection

MobileNet224 Full80

A MobileNet model optimized for object detection on the COCO dataset with full resolution at 224x224 and 80 classes.

Object Detection

YOLOv5m 640x480

A YOLOv5m model for object detection optimized for 640x480 resolution, offering a balance between speed and accuracy.

Object Detection

YOLOv5s 640x480

A YOLOv5s model for object detection optimized for 640x480 resolution, suitable for real-time applications.

Object Detection

YOLOv5s Face 640x480 ONNX MQ

A YOLOv5s model specialized for face detection, optimized for 640x480 resolution using ONNX with mixed quantization.

Object Detection

MobileNet224 Full1

A lightweight MobileNet model optimized for people detection on high-resolution images.

Image Classification

Person Classification 256x448 (SR100 Series)

A Person Classification 256x448 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Image Classification

Person Classification 448x640 (SR100 Series)

A Person Classification 448x640 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Object Detection

Person Detection 256x480 (SR100 Series)

A Person Detection 256x480 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Object Detection

Person Detection 480x640 (SR100 Series)

A Person Detection 480x640 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Pose Detection

Person Pose Detection 256x480 (SR100 Series)

A Person Pose Detection 256x480 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Pose Detection

Person Pose Detection 480x640 (SR100 Series)

A Person Pose Detection 480x640 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Image Segmentation

Person Segmentation 256x480 (SR100 Series)

A Person Segmentation 256x480 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.

Image Segmentation

Person Segmentation 480x640 (SR100 Series)

A Person Segmentation 480x640 model, developed by Synaptics, is a lightweight quantized `tflite` model developed for the SR100 processors.