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Classification Model UI (#18571)
* Setup basic training structure * Build out route * Handle model configs * Add image fetch APIs * Implement model training screen with dataset selection * Implement viewing of training images * Adjust directories * Implement viewing of images * Add support for deleting images * Implement full deletion * Implement classification model training * Improve naming * More renaming * Improve layout * Reduce logging * Cleanup
This commit is contained in:
committed by
Blake Blackshear
parent
ac7fb29b32
commit
1c75ff59f1
155
web/src/components/overlay/ClassificationSelectionDialog.tsx
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155
web/src/components/overlay/ClassificationSelectionDialog.tsx
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import {
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Drawer,
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DrawerClose,
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DrawerContent,
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DrawerDescription,
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DrawerHeader,
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DrawerTitle,
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DrawerTrigger,
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} from "@/components/ui/drawer";
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import {
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DropdownMenu,
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DropdownMenuContent,
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DropdownMenuItem,
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DropdownMenuLabel,
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DropdownMenuTrigger,
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} from "@/components/ui/dropdown-menu";
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import {
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Tooltip,
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TooltipContent,
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TooltipTrigger,
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} from "@/components/ui/tooltip";
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import { isDesktop, isMobile } from "react-device-detect";
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import { LuPlus } from "react-icons/lu";
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import { useTranslation } from "react-i18next";
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import { cn } from "@/lib/utils";
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import React, { ReactNode, useCallback, useMemo, useState } from "react";
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import TextEntryDialog from "./dialog/TextEntryDialog";
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import { Button } from "../ui/button";
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import { MdCategory } from "react-icons/md";
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import axios from "axios";
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import { toast } from "sonner";
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type ClassificationSelectionDialogProps = {
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className?: string;
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classes: string[];
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modelName: string;
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image: string;
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onRefresh: () => void;
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children: ReactNode;
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};
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export default function ClassificationSelectionDialog({
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className,
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classes,
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modelName,
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image,
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onRefresh,
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children,
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}: ClassificationSelectionDialogProps) {
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const { t } = useTranslation(["views/classificationModel"]);
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const onCategorizeImage = useCallback(
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(category: string) => {
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axios
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.post(`/classification/${modelName}/dataset/categorize`, {
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category,
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training_file: image,
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})
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.then((resp) => {
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if (resp.status == 200) {
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toast.success(t("toast.success.categorizedImage"), {
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position: "top-center",
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});
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onRefresh();
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}
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})
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.catch((error) => {
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const errorMessage =
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error.response?.data?.message ||
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error.response?.data?.detail ||
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"Unknown error";
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toast.error(t("toast.error.categorizeFailed", { errorMessage }), {
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position: "top-center",
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});
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});
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},
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[modelName, image, onRefresh, t],
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);
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const isChildButton = useMemo(
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() => React.isValidElement(children) && children.type === Button,
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[children],
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);
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// control
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const [newFace, setNewFace] = useState(false);
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// components
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const Selector = isDesktop ? DropdownMenu : Drawer;
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const SelectorTrigger = isDesktop ? DropdownMenuTrigger : DrawerTrigger;
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const SelectorContent = isDesktop ? DropdownMenuContent : DrawerContent;
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const SelectorItem = isDesktop
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? DropdownMenuItem
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: (props: React.HTMLAttributes<HTMLDivElement>) => (
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<DrawerClose asChild>
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<div {...props} className={cn(props.className, "my-2")} />
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</DrawerClose>
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);
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return (
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<div className={className ?? ""}>
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{newFace && (
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<TextEntryDialog
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open={true}
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setOpen={setNewFace}
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title={t("createCategory.new")}
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onSave={(newCat) => onCategorizeImage(newCat)}
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/>
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)}
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<Tooltip>
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<Selector>
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<SelectorTrigger asChild>
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<TooltipTrigger asChild={isChildButton}>{children}</TooltipTrigger>
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</SelectorTrigger>
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<SelectorContent
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className={cn("", isMobile && "mx-1 gap-2 rounded-t-2xl px-4")}
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>
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{isMobile && (
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<DrawerHeader className="sr-only">
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<DrawerTitle>Details</DrawerTitle>
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<DrawerDescription>Details</DrawerDescription>
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</DrawerHeader>
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)}
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<DropdownMenuLabel>{t("categorizeImageAs")}</DropdownMenuLabel>
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<div
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className={cn(
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"flex max-h-[40dvh] flex-col overflow-y-auto",
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isMobile && "gap-2 pb-4",
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)}
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>
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<SelectorItem
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className="flex cursor-pointer gap-2 smart-capitalize"
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onClick={() => setNewFace(true)}
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>
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<LuPlus />
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{t("createCategory.new")}
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</SelectorItem>
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{classes.sort().map((category) => (
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<SelectorItem
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key={category}
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className="flex cursor-pointer gap-2 smart-capitalize"
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onClick={() => onCategorizeImage(category)}
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>
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<MdCategory />
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{category}
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</SelectorItem>
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))}
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</div>
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</SelectorContent>
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</Selector>
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<TooltipContent>{t("categorizeImage")}</TooltipContent>
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</Tooltip>
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</div>
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);
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}
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