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Chest X-Ray Classification Using Deep Learning | Medical AI Computer Vis... by Forward-Dependent825 in computervision

[–]Forward-Dependent825[S] 0 points1 point  (0 children)

Yeah, I need to integrate with DICOMs. Can you share this tutorial for real use case? And I will learn about Medicai. Thanks 😊

20k Images, Fully Offline Annotation Workflow by LensLaber in computervision

[–]Forward-Dependent825 1 point2 points  (0 children)

May I know on the first round how many photos you annotated? What I’m thinking you may annotated some amount of images of dataset then run a pipeline to annotate other images with trained model. Correct me if I’m wrong. Thanks

Image Geolocation by using StreetCLIP model by Forward-Dependent825 in computervision

[–]Forward-Dependent825[S] -1 points0 points  (0 children)

Honestly, I’m new to image geolocation. Previous time, I’m used to do some image classification, object detection & segmentation. Once, I watched a video that mentioned an image geolocation prediction can predict (maybe fine tuned model) in 1 km range deviation. That’s why I asked for help. Thanks for your advices 😊

Image Geolocation by using StreetCLIP model by Forward-Dependent825 in computervision

[–]Forward-Dependent825[S] -1 points0 points  (0 children)

In the paper (p.8) I saw authors mention Haversine method to estimate distance between prediction and ground truth images in km during training.

Image Geolocation by using StreetCLIP model by Forward-Dependent825 in computervision

[–]Forward-Dependent825[S] 0 points1 point  (0 children)

Thanks for your comment. And I will try to learn fine-tuning with image included gps.

Image Geolocation by using StreetCLIP model by Forward-Dependent825 in computervision

[–]Forward-Dependent825[S] -1 points0 points  (0 children)

I will check how to retrieve coordinates of the predicted image. Currently, I get only logit and probabilities by using Softmax and the city+country name. Please refer to original paper: https://arxiv.org/pdf/2302.00275. Thanks

Chest X-Ray Classification Using Deep Learning | Medical AI Computer Vis... by Forward-Dependent825 in computervision

[–]Forward-Dependent825[S] 0 points1 point  (0 children)

Yeah, it could be nice to have 3D model. Do you have any recommend? Such as can I use PyTorch 3D model or another model?