sagieppel

Classification-of-object-in-a-specific-image-region-using-a-convolutional-neural-net-with-ROI-mask-a

Classification of object in a specific image region using a convolutional neural net with ROI mask as input

Computer-vision-based-recognition-of-liquid-surface-and-liquid-level-in-transparent-glassware-vessel

Trace liquid surface and liquid level in transparent vessels (python)

Detecting-and-segmenting-and-classifying-materials-inside-vessels-in-images-using-convolutional-net

Detecting and segmenting and classifying materials inside mostly transparent vessels in images using a fully convolutional neural net for chemistry lab and other general setting

fine-tune-train_segment_anything_2_in_60_lines_of_code

The repository provides code for training/fine tune the Meta Segment Anything Model 2 (SAM 2)

Focusing-attention-of-Fully-convolutional-neural-networks-on-Region-of-interest-ROI-input-map-

This project contains code for a fully convolutional neural network (FCN) for semantic segmentation with a region of interest (ROI) map as an additional input (Figure 1). The net receives image and ROI as a binary map with pixels corresponding to ROI marked 1, and produce pixel-wise annotation of the ROI region of the image. The method is based on using region selective features This code was tested on for semantic segmentation task of materials in transparent vessels where the vessel area of the image was set as the ROI.

Fully-convolutional-neural-network-FCN-for-semantic-segmentation-Tensorflow-implementation

Fully-convolutional-neural-network-FCN-for-semantic-segmentation-with-pytorch

Fully convolutional neural network (FCN) for pixelwise annotation (semantic segmentation) of images implemented on python pytorch.

Pointer-based-segmentation-find-segment-containing-given-image-point-witin-given-ROI-mask-using-CNN

Category independent sequential image segmentation. Find a segment containing a given image pixel within a given attention mask using a convolutional neural network (CNN), and its application for sequential region-by-region instance-aware segmentation of images with unfamiliar categories.

Train-Semantic-Segmentation-Net-with-Pytorch-In-50-Lines-Of-Code

Train neural network for semantic segmentation (deep lab V3) with pytorch in less then 50 lines of code

Train_Mask-RCNN-for-object-detection-in_In_60_Lines-of-Code

Train mask RCNN for object detection in pytorch in 60 lines of code

sagieppel/Fully-convolutional-neural-network-FCN-for-semantic-segmentation-Tensorflow-implementation

sagieppel/Fully-convolutional-neural-network-FCN-for-semantic-segmentation-with-pytorch

Fully convolutional neural network (FCN) for pixelwise annotation (semantic segmentation) of images implemented on python pytorch.

sagieppel/Focusing-attention-of-Fully-convolutional-neural-networks-on-Region-of-interest-ROI-input-map-

This project contains code for a fully convolutional neural network (FCN) for semantic segmentation with a region of interest (ROI) map as an additional input (Figure 1). The net receives image and ROI as a binary map with pixels corresponding to ROI marked 1, and produce pixel-wise annotation of the ROI region of the image. The method is based on using region selective features This code was tested on for semantic segmentation task of materials in transparent vessels where the vessel area of the image was set as the ROI.

sagieppel/Computer-vision-based-recognition-of-liquid-surface-and-liquid-level-in-transparent-glassware-vessel

Trace liquid surface and liquid level in transparent vessels (python)

sagieppel/Convolutional_Neural_Nets_With_ROI_input_and_region_selective_features_For_Materials_in_vessels

Fully convolutional neural(FCN) that use region of interest (ROI) mask as input and performed semantic segmentation of the ROI region in the image. Using region selective features. Applied for recognition of materials in glass vessels in chemistry lab setting.

sagieppel/Find-object-in-a-image-with-template-match-with-rotation

Find object in a image using template match with rotation

sagieppel/Simple-template-match-with-rotation

Simple template match with rotation (template crosscorrelation to the edge image of the input image

sagieppel/Molecular-Dynamic-With-Pytorch

2d Molecular dynamic with Pytorch Dnn package include cuda GPU support

sagieppel/Recognition-of-materials-in-transparent-vessel-using-fully-convolutional-neural-networks

Fully convolutional neural net (FCN) for of recognition and segmentation of materials in transparent vessels, with emphasis on chemistry glassware.

sagieppel/Reconstruct-image-from-sparsely-sampled-pixels-using-fully-convolutional-neural-network-FCN-with-v

Take image in which only small fraction of the pixels are known and reconstruct/upsample the full image using fully convolutional neural nets and valve filters (Tensorflow implementation).

sagieppel/Simple-template-match-with-variable-image-to-template-size-ratio

Find template Itm (binary image) in the canny edge image of image Is (Grayscale image).

sagieppel/Advance-Template-match

Find template (Itm) in the canny edge of image of grayscale image (Is).

sagieppel/Advance-template-match-variable-image-to-template-size-ratio

Find template (Itm) in the canny edge image of image (Is)

sagieppel/cocoapi

COCO API - Dataset @ http://cocodataset.org/

sagieppel/Find-boundary-of-symmetric-object-in-image-with-uniform-background

Given image of symmetric object, the program found the boundary of the object

sagieppel/Find-object-in-a-image-using-template-match-with-rotation

Find object in a image using template match with rotation

sagieppel/Find-object-in-image-using-template-variable-image-to-template-size-ratio-.

Find object boundaries in image using template match (with template resizing).

sagieppel/Find-the-boundaries-of-materials-in-transparent-vessels-using-computer-vision-curvature-adjustment

Given image of material in transparent vessel find the material boundary (with curvature adjustment)

sagieppel/Find-the-boundaries-of-materials-in-transparent-vessels-using-computer-vision-curvature-adjustment-

Given image of material in transparent vessel find the material boundary (with curvature adjustment)

sagieppel/Generalized-hough-transform

Generalized hough transform

sagieppel/GenerateBlenderNetStrucutre

Generate NetWork Structure in blender

sagieppel/Geodesic-distance-on-an-image

Find minimal Geodesic distance on an image (Im) between point x0,y0 and all other points in the image (the image can be color or gray)

sagieppel/NeuralNetsActivationMapAnimation

Neural Network Activation Map Animation

sagieppel/Opencv-Real-Time-camera-video-rendering-various-of-modes

sagieppel/selfies

Robust representation of semantically constrained graphs, in particular for molecules in chemistry

sagieppel/Simple-Template-match

Find template (Itm) in the edge image of image (Is).

sagieppel/tensorflow

Computation using data flow graphs for scalable machine learning

sagieppel/Trace-the-boundary-of-materials-in-transparent-vessels-using-computer-vision-curvature-adjustment-

Given image of material in transparent vessel find the material boundary (with curvature adjustment)

sagieppel/Turn-image-into-animated-gif-

Turn image to animated gif using 3 animation modes: "explode" "melt" "diffuse"

sagieppel/Video-to-animation-using-opencv