From 049b836f04002d9bc51f034859d7a52a7757366b Mon Sep 17 00:00:00 2001 From: jianjiang Date: Tue, 25 Apr 2023 20:48:33 +0800 Subject: [PATCH] RemBG --- .gitattributes | 27 ++ .gitea/workflows/build.yaml | 47 +++ Dockerfile | 13 + LICENSE.txt | 21 ++ README.md | 12 + app.py | 67 ++++ girl.jpg | Bin 0 -> 39252 bytes lion.png | Bin 0 -> 252593 bytes rembg/__init__.py | 6 + rembg/_version.py | 677 ++++++++++++++++++++++++++++++++++++ rembg/bg.py | 176 ++++++++++ rembg/cli.py | 440 +++++++++++++++++++++++ rembg/session_base.py | 40 +++ rembg/session_cloth.py | 88 +++++ rembg/session_factory.py | 71 ++++ rembg/session_simple.py | 30 ++ requirements.txt | 18 + u2net.onnx | 3 + 18 files changed, 1736 insertions(+) create mode 100644 .gitattributes create mode 100644 .gitea/workflows/build.yaml create mode 100644 Dockerfile create mode 100644 LICENSE.txt create mode 100644 README.md create mode 100644 app.py create mode 100644 girl.jpg create mode 100644 lion.png create mode 100644 rembg/__init__.py create mode 100644 rembg/_version.py create mode 100644 rembg/bg.py create mode 100644 rembg/cli.py create mode 100644 rembg/session_base.py create mode 100644 rembg/session_cloth.py create mode 100644 rembg/session_factory.py create mode 100644 rembg/session_simple.py create mode 100644 requirements.txt create mode 100644 u2net.onnx diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..ac481c8 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,27 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text diff --git a/.gitea/workflows/build.yaml b/.gitea/workflows/build.yaml new file mode 100644 index 0000000..1966567 --- /dev/null +++ b/.gitea/workflows/build.yaml @@ -0,0 +1,47 @@ +name: Build +run-name: ${{ github.actor }} is upgrade release 🚀 +on: [push] +env: + REPOSITORY: ${{ github.repository }} + COMMIT_ID: ${{ github.sha }} +jobs: + Build-Deploy-Actions: + runs-on: ubuntu-latest + steps: + - run: echo "🎉 The job was automatically triggered by a ${{ github.event_name }} event." + - run: echo "🐧 This job is now running on a ${{ runner.os }} server hosted by Gitea!" + - run: echo "🔎 The name of your branch is ${{ github.ref }} and your repository is ${{ github.repository }}." + - name: Check out repository code + uses: actions/checkout@v3 + - + name: Setup Git LFS + run: | + git lfs install + git lfs fetch + git lfs checkout + - name: List files in the repository + run: | + ls ${{ github.workspace }} + - + name: Docker Image Info + id: image-info + run: | + echo "::set-output name=image_name::$(echo $REPOSITORY | tr '[:upper:]' '[:lower:]')" + echo "::set-output name=image_tag::${COMMIT_ID:0:10}" + - + name: Login to Docker Hub + uses: docker/login-action@v2 + with: + registry: artifacts.iflytek.com + username: ${{ secrets.DOCKERHUB_USERNAME }} + password: ${{ secrets.DOCKERHUB_TOKEN }} + - name: Set up Docker Buildx + uses: docker/setup-buildx-action@v2 + - + name: Build and push + run: | + docker version + docker buildx build -t artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} . --file ${{ github.workspace }}/Dockerfile --load + docker push artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} + docker rmi artifacts.iflytek.com/docker-private/atp/${{ steps.image-info.outputs.image_name }}:${{ steps.image-info.outputs.image_tag }} + - run: echo "🍏 This job's status is ${{ job.status }}." diff --git a/Dockerfile b/Dockerfile new file mode 100644 index 0000000..891c270 --- /dev/null +++ b/Dockerfile @@ -0,0 +1,13 @@ +#FROM python:3.8.13 +FROM artifacts.iflytek.com/docker-private/atp/base_image_for_ailab:0.0.1 + +WORKDIR /app + +COPY . /app + +RUN pip config set global.index-url https://pypi.mirrors.ustc.edu.cn/simple +RUN pip install -r requirements.txt + +RUN mkdir -p /root/.u2net && mv u2net.onnx /root/.u2net/ + +CMD ["python", "app.py"] diff --git a/LICENSE.txt b/LICENSE.txt new file mode 100644 index 0000000..4368c45 --- /dev/null +++ b/LICENSE.txt @@ -0,0 +1,21 @@ +MIT License + +Copyright (c) 2020 Daniel Gatis + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..d6ffead --- /dev/null +++ b/README.md @@ -0,0 +1,12 @@ +--- +title: Rembg +emoji: 👀 +colorFrom: pink +colorTo: indigo +sdk: gradio +sdk_version: 3.0.20 +app_file: app.py +pinned: false +--- + +Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference diff --git a/app.py b/app.py new file mode 100644 index 0000000..93f1a90 --- /dev/null +++ b/app.py @@ -0,0 +1,67 @@ +## Modified from Akhaliq Hugging Face Demo +## https://huggingface.co/akhaliq + +import gradio as gr +import os +import cv2 + +def inference(file, af, mask): + im = cv2.imread(file, cv2.IMREAD_COLOR) + cv2.imwrite(os.path.join("input.png"), im) + + model = "u2net" + from rembg import remove + from rembg.session_base import BaseSession + from rembg.session_factory import new_session + + input_path = 'input.png' + output_path = 'output.png' + + with open(input_path, 'rb') as i: + with open(output_path, 'wb') as o: + input = i.read() + sessions: dict[str, BaseSession] = {} + output = remove( + input, + session=sessions.setdefault( + model, new_session(model) + ), + alpha_matting_erode_size = af, + only_mask = (True if mask == "Mask only" else False) + ) + o.write(output) + return os.path.join("output.png") + + + +gr.Interface( + inference, + [ + gr.inputs.Image(type="filepath", label="Input"), + gr.inputs.Slider(10, 25, default=10, label="Alpha matting"), + gr.inputs.Radio( + [ + "Default", + "Mask only" + ], + type="value", + default="Default", + label="Choices" + ), + #gr.inputs.Dropdown([ + # "u2net", + # "u2netp", + # "u2net_human_seg", + # "u2net_cloth_seg", + # "silueta" + # ], + # type="value", + # default="u2net", + # label="Models" + #), + ], + # gr.outputs.Image(type="filepath", label="Output"), + gr.Image(), + examples=[["lion.png", 10, "Default", "u2net"], ["girl.jpg", 10, "Default", "u2net"]], + enable_queue=True + ).launch(server_name="0.0.0.0" , share=True) diff --git a/girl.jpg b/girl.jpg new file mode 100644 index 0000000000000000000000000000000000000000..00c4ae0c8a1927ad361b896cc6463f7239acfbf4 GIT binary patch literal 39252 zcmbTc2UJth*Dn}4B1kb&n)DW$(xgd;&`T0(K%_%Lk*=cjqK4jkPY3}*uObRa7o>$E z#R5o^qEtc9iU04LH*dX}HS^ZowX$>8IrpCIoV)99@4xeZzW|sFAo>sh899JFf;=1m z`1=RIWaJp^EGH)^r64JFM;h>V5ugR2rK7t_ca`Bk7ZW4X|8=pjuz)}y5@ljyVF3a` zpqn>uk|s!BY;0^?T%4Tz`~qTPGJpHX$^ZZ|Dzg7vfd9V8$SEkPsA*`g&|M`1Q2f^# ziT>B>|Fp;iASa`sAg83DqN1cEZ4*jb15h$kvG7W1P+x~S((w5Kr6W^IY56r9dO)zr z9|AH?{!v%xZro&LV;2+>76FUO%H5S$P*l>=)`95i=^Mb!EiA39Z4k~bu5RugNK`;z zQ1GM2PeP(&V&k5_c!^F+&&bTm&dJRyE5~3faFzI~#-`?$*0%PJSH180`UeJwhDWBR zi8Hfv^B)(!uB@(oTi@8++WvWPcyxSn`s?hRnZzHop=|6uuV 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_version.get_versions()["version"] + +from .bg import remove +from .session_factory import new_session diff --git a/rembg/_version.py b/rembg/_version.py new file mode 100644 index 0000000..b106911 --- /dev/null +++ b/rembg/_version.py @@ -0,0 +1,677 @@ +# This file helps to compute a version number in source trees obtained from +# git-archive tarball (such as those provided by githubs download-from-tag +# feature). Distribution tarballs (built by setup.py sdist) and build +# directories (produced by setup.py build) will contain a much shorter file +# that just contains the computed version number. + +# This file is released into the public domain. Generated by +# versioneer-0.21 (https://github.com/python-versioneer/python-versioneer) + +"""Git implementation of _version.py.""" + +import errno +import os +import re +import subprocess +import sys +from typing import Callable, Dict + + +def get_keywords(): + """Get the keywords needed to look up the version information.""" + # these strings will be replaced by git during git-archive. + # setup.py/versioneer.py will grep for the variable names, so they must + # each be defined on a line of their own. _version.py will just call + # get_keywords(). + git_refnames = " (HEAD -> main)" + git_full = "d62227d5866e2178e88f06074917484a4424082e" + git_date = "2022-12-10 11:51:49 -0300" + keywords = {"refnames": git_refnames, "full": git_full, "date": git_date} + return keywords + + +class VersioneerConfig: + """Container for Versioneer configuration parameters.""" + + +def get_config(): + """Create, populate and return the VersioneerConfig() object.""" + # these strings are filled in when 'setup.py versioneer' creates + # _version.py + cfg = VersioneerConfig() + cfg.VCS = "git" + cfg.style = "pep440" + cfg.tag_prefix = "v" + cfg.parentdir_prefix = "rembg-" + cfg.versionfile_source = "rembg/_version.py" + cfg.verbose = False + return cfg + + +class NotThisMethod(Exception): + """Exception raised if a method is not valid for the current scenario.""" + + +LONG_VERSION_PY: Dict[str, str] = {} +HANDLERS: Dict[str, Dict[str, Callable]] = {} + + +def register_vcs_handler(vcs, method): # decorator + """Create decorator to mark a method as the handler of a VCS.""" + + def decorate(f): + """Store f in HANDLERS[vcs][method].""" + if vcs not in HANDLERS: + HANDLERS[vcs] = {} + HANDLERS[vcs][method] = f + return f + + return decorate + + +def run_command(commands, args, cwd=None, verbose=False, hide_stderr=False, env=None): + """Call the given command(s).""" + assert isinstance(commands, list) + process = None + for command in commands: + try: + dispcmd = str([command] + args) + # remember shell=False, so use git.cmd on windows, not just git + process = subprocess.Popen( + [command] + args, + cwd=cwd, + env=env, + stdout=subprocess.PIPE, + stderr=(subprocess.PIPE if hide_stderr else None), + ) + break + except OSError: + e = sys.exc_info()[1] + if e.errno == errno.ENOENT: + continue + if verbose: + print("unable to run %s" % dispcmd) + print(e) + return None, None + else: + if verbose: + print("unable to find command, tried %s" % (commands,)) + return None, None + stdout = process.communicate()[0].strip().decode() + if process.returncode != 0: + if verbose: + print("unable to run %s (error)" % dispcmd) + print("stdout was %s" % stdout) + return None, process.returncode + return stdout, process.returncode + + +def versions_from_parentdir(parentdir_prefix, root, verbose): + """Try to determine the version from the parent directory name. + + Source tarballs conventionally unpack into a directory that includes both + the project name and a version string. We will also support searching up + two directory levels for an appropriately named parent directory + """ + rootdirs = [] + + for _ in range(3): + dirname = os.path.basename(root) + if dirname.startswith(parentdir_prefix): + return { + "version": dirname[len(parentdir_prefix) :], + "full-revisionid": None, + "dirty": False, + "error": None, + "date": None, + } + rootdirs.append(root) + root = os.path.dirname(root) # up a level + + if verbose: + print( + "Tried directories %s but none started with prefix %s" + % (str(rootdirs), parentdir_prefix) + ) + raise NotThisMethod("rootdir doesn't start with parentdir_prefix") + + +@register_vcs_handler("git", "get_keywords") +def git_get_keywords(versionfile_abs): + """Extract version information from the given file.""" + # the code embedded in _version.py can just fetch the value of these + # keywords. When used from setup.py, we don't want to import _version.py, + # so we do it with a regexp instead. This function is not used from + # _version.py. + keywords = {} + try: + with open(versionfile_abs, "r") as fobj: + for line in fobj: + if line.strip().startswith("git_refnames ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["refnames"] = mo.group(1) + if line.strip().startswith("git_full ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["full"] = mo.group(1) + if line.strip().startswith("git_date ="): + mo = re.search(r'=\s*"(.*)"', line) + if mo: + keywords["date"] = mo.group(1) + except OSError: + pass + return keywords + + +@register_vcs_handler("git", "keywords") +def git_versions_from_keywords(keywords, tag_prefix, verbose): + """Get version information from git keywords.""" + if "refnames" not in keywords: + raise NotThisMethod("Short version file found") + date = keywords.get("date") + if date is not None: + # Use only the last line. Previous lines may contain GPG signature + # information. + date = date.splitlines()[-1] + + # git-2.2.0 added "%cI", which expands to an ISO-8601 -compliant + # datestamp. However we prefer "%ci" (which expands to an "ISO-8601 + # -like" string, which we must then edit to make compliant), because + # it's been around since git-1.5.3, and it's too difficult to + # discover which version we're using, or to work around using an + # older one. + date = date.strip().replace(" ", "T", 1).replace(" ", "", 1) + refnames = keywords["refnames"].strip() + if refnames.startswith("$Format"): + if verbose: + print("keywords are unexpanded, not using") + raise NotThisMethod("unexpanded keywords, not a git-archive tarball") + refs = {r.strip() for r in refnames.strip("()").split(",")} + # starting in git-1.8.3, tags are listed as "tag: foo-1.0" instead of + # just "foo-1.0". If we see a "tag: " prefix, prefer those. + TAG = "tag: " + tags = {r[len(TAG) :] for r in refs if r.startswith(TAG)} + if not tags: + # Either we're using git < 1.8.3, or there really are no tags. We use + # a heuristic: assume all version tags have a digit. The old git %d + # expansion behaves like git log --decorate=short and strips out the + # refs/heads/ and refs/tags/ prefixes that would let us distinguish + # between branches and tags. By ignoring refnames without digits, we + # filter out many common branch names like "release" and + # "stabilization", as well as "HEAD" and "master". + tags = {r for r in refs if re.search(r"\d", r)} + if verbose: + print("discarding '%s', no digits" % ",".join(refs - tags)) + if verbose: + print("likely tags: %s" % ",".join(sorted(tags))) + for ref in sorted(tags): + # sorting will prefer e.g. "2.0" over "2.0rc1" + if ref.startswith(tag_prefix): + r = ref[len(tag_prefix) :] + # Filter out refs that exactly match prefix or that don't start + # with a number once the prefix is stripped (mostly a concern + # when prefix is '') + if not re.match(r"\d", r): + continue + if verbose: + print("picking %s" % r) + return { + "version": r, + "full-revisionid": keywords["full"].strip(), + "dirty": False, + "error": None, + "date": date, + } + # no suitable tags, so version is "0+unknown", but full hex is still there + if verbose: + print("no suitable tags, using unknown + full revision id") + return { + "version": "0+unknown", + "full-revisionid": keywords["full"].strip(), + "dirty": False, + "error": "no suitable tags", + "date": None, + } + + +@register_vcs_handler("git", "pieces_from_vcs") +def git_pieces_from_vcs(tag_prefix, root, verbose, runner=run_command): + """Get version from 'git describe' in the root of the source tree. + + This only gets called if the git-archive 'subst' keywords were *not* + expanded, and _version.py hasn't already been rewritten with a short + version string, meaning we're inside a checked out source tree. + """ + GITS = ["git"] + TAG_PREFIX_REGEX = "*" + if sys.platform == "win32": + GITS = ["git.cmd", "git.exe"] + TAG_PREFIX_REGEX = r"\*" + + _, rc = runner(GITS, ["rev-parse", "--git-dir"], cwd=root, hide_stderr=True) + if rc != 0: + if verbose: + print("Directory %s not under git control" % root) + raise NotThisMethod("'git rev-parse --git-dir' returned error") + + # if there is a tag matching tag_prefix, this yields TAG-NUM-gHEX[-dirty] + # if there isn't one, this yields HEX[-dirty] (no NUM) + describe_out, rc = runner( + GITS, + [ + "describe", + "--tags", + "--dirty", + "--always", + "--long", + "--match", + "%s%s" % (tag_prefix, TAG_PREFIX_REGEX), + ], + cwd=root, + ) + # --long was added in git-1.5.5 + if describe_out is None: + raise NotThisMethod("'git describe' failed") + describe_out = describe_out.strip() + full_out, rc = runner(GITS, ["rev-parse", "HEAD"], cwd=root) + if full_out is None: + raise NotThisMethod("'git rev-parse' failed") + full_out = full_out.strip() + + pieces = {} + pieces["long"] = full_out + pieces["short"] = full_out[:7] # maybe improved later + pieces["error"] = None + + branch_name, rc = runner(GITS, ["rev-parse", "--abbrev-ref", "HEAD"], cwd=root) + # --abbrev-ref was added in git-1.6.3 + if rc != 0 or branch_name is None: + raise NotThisMethod("'git rev-parse --abbrev-ref' returned error") + branch_name = branch_name.strip() + + if branch_name == "HEAD": + # If we aren't exactly on a branch, pick a branch which represents + # the current commit. If all else fails, we are on a branchless + # commit. + branches, rc = runner(GITS, ["branch", "--contains"], cwd=root) + # --contains was added in git-1.5.4 + if rc != 0 or branches is None: + raise NotThisMethod("'git branch --contains' returned error") + branches = branches.split("\n") + + # Remove the first line if we're running detached + if "(" in branches[0]: + branches.pop(0) + + # Strip off the leading "* " from the list of branches. + branches = [branch[2:] for branch in branches] + if "master" in branches: + branch_name = "master" + elif not branches: + branch_name = None + else: + # Pick the first branch that is returned. Good or bad. + branch_name = branches[0] + + pieces["branch"] = branch_name + + # parse describe_out. It will be like TAG-NUM-gHEX[-dirty] or HEX[-dirty] + # TAG might have hyphens. + git_describe = describe_out + + # look for -dirty suffix + dirty = git_describe.endswith("-dirty") + pieces["dirty"] = dirty + if dirty: + git_describe = git_describe[: git_describe.rindex("-dirty")] + + # now we have TAG-NUM-gHEX or HEX + + if "-" in git_describe: + # TAG-NUM-gHEX + mo = re.search(r"^(.+)-(\d+)-g([0-9a-f]+)$", git_describe) + if not mo: + # unparsable. Maybe git-describe is misbehaving? + pieces["error"] = "unable to parse git-describe output: '%s'" % describe_out + return pieces + + # tag + full_tag = mo.group(1) + if not full_tag.startswith(tag_prefix): + if verbose: + fmt = "tag '%s' doesn't start with prefix '%s'" + print(fmt % (full_tag, tag_prefix)) + pieces["error"] = "tag '%s' doesn't start with prefix '%s'" % ( + full_tag, + tag_prefix, + ) + return pieces + pieces["closest-tag"] = full_tag[len(tag_prefix) :] + + # distance: number of commits since tag + pieces["distance"] = int(mo.group(2)) + + # commit: short hex revision ID + pieces["short"] = mo.group(3) + + else: + # HEX: no tags + pieces["closest-tag"] = None + count_out, rc = runner(GITS, ["rev-list", "HEAD", "--count"], cwd=root) + pieces["distance"] = int(count_out) # total number of commits + + # commit date: see ISO-8601 comment in git_versions_from_keywords() + date = runner(GITS, ["show", "-s", "--format=%ci", "HEAD"], cwd=root)[0].strip() + # Use only the last line. Previous lines may contain GPG signature + # information. + date = date.splitlines()[-1] + pieces["date"] = date.strip().replace(" ", "T", 1).replace(" ", "", 1) + + return pieces + + +def plus_or_dot(pieces): + """Return a + if we don't already have one, else return a .""" + if "+" in pieces.get("closest-tag", ""): + return "." + return "+" + + +def render_pep440(pieces): + """Build up version string, with post-release "local version identifier". + + Our goal: TAG[+DISTANCE.gHEX[.dirty]] . Note that if you + get a tagged build and then dirty it, you'll get TAG+0.gHEX.dirty + + Exceptions: + 1: no tags. git_describe was just HEX. 0+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += plus_or_dot(pieces) + rendered += "%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0+untagged.%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def render_pep440_branch(pieces): + """TAG[[.dev0]+DISTANCE.gHEX[.dirty]] . + + The ".dev0" means not master branch. Note that .dev0 sorts backwards + (a feature branch will appear "older" than the master branch). + + Exceptions: + 1: no tags. 0[.dev0]+untagged.DISTANCE.gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0" + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+untagged.%d.g%s" % (pieces["distance"], pieces["short"]) + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def pep440_split_post(ver): + """Split pep440 version string at the post-release segment. + + Returns the release segments before the post-release and the + post-release version number (or -1 if no post-release segment is present). + """ + vc = str.split(ver, ".post") + return vc[0], int(vc[1] or 0) if len(vc) == 2 else None + + +def render_pep440_pre(pieces): + """TAG[.postN.devDISTANCE] -- No -dirty. + + Exceptions: + 1: no tags. 0.post0.devDISTANCE + """ + if pieces["closest-tag"]: + if pieces["distance"]: + # update the post release segment + tag_version, post_version = pep440_split_post(pieces["closest-tag"]) + rendered = tag_version + if post_version is not None: + rendered += ".post%d.dev%d" % (post_version + 1, pieces["distance"]) + else: + rendered += ".post0.dev%d" % (pieces["distance"]) + else: + # no commits, use the tag as the version + rendered = pieces["closest-tag"] + else: + # exception #1 + rendered = "0.post0.dev%d" % pieces["distance"] + return rendered + + +def render_pep440_post(pieces): + """TAG[.postDISTANCE[.dev0]+gHEX] . + + The ".dev0" means dirty. Note that .dev0 sorts backwards + (a dirty tree will appear "older" than the corresponding clean one), + but you shouldn't be releasing software with -dirty anyways. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%s" % pieces["short"] + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + rendered += "+g%s" % pieces["short"] + return rendered + + +def render_pep440_post_branch(pieces): + """TAG[.postDISTANCE[.dev0]+gHEX[.dirty]] . + + The ".dev0" means not master branch. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0]+gHEX[.dirty] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += plus_or_dot(pieces) + rendered += "g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["branch"] != "master": + rendered += ".dev0" + rendered += "+g%s" % pieces["short"] + if pieces["dirty"]: + rendered += ".dirty" + return rendered + + +def render_pep440_old(pieces): + """TAG[.postDISTANCE[.dev0]] . + + The ".dev0" means dirty. + + Exceptions: + 1: no tags. 0.postDISTANCE[.dev0] + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"] or pieces["dirty"]: + rendered += ".post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + else: + # exception #1 + rendered = "0.post%d" % pieces["distance"] + if pieces["dirty"]: + rendered += ".dev0" + return rendered + + +def render_git_describe(pieces): + """TAG[-DISTANCE-gHEX][-dirty]. + + Like 'git describe --tags --dirty --always'. + + Exceptions: + 1: no tags. HEX[-dirty] (note: no 'g' prefix) + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + if pieces["distance"]: + rendered += "-%d-g%s" % (pieces["distance"], pieces["short"]) + else: + # exception #1 + rendered = pieces["short"] + if pieces["dirty"]: + rendered += "-dirty" + return rendered + + +def render_git_describe_long(pieces): + """TAG-DISTANCE-gHEX[-dirty]. + + Like 'git describe --tags --dirty --always -long'. + The distance/hash is unconditional. + + Exceptions: + 1: no tags. HEX[-dirty] (note: no 'g' prefix) + """ + if pieces["closest-tag"]: + rendered = pieces["closest-tag"] + rendered += "-%d-g%s" % (pieces["distance"], pieces["short"]) + else: + # exception #1 + rendered = pieces["short"] + if pieces["dirty"]: + rendered += "-dirty" + return rendered + + +def render(pieces, style): + """Render the given version pieces into the requested style.""" + if pieces["error"]: + return { + "version": "unknown", + "full-revisionid": pieces.get("long"), + "dirty": None, + "error": pieces["error"], + "date": None, + } + + if not style or style == "default": + style = "pep440" # the default + + if style == "pep440": + rendered = render_pep440(pieces) + elif style == "pep440-branch": + rendered = render_pep440_branch(pieces) + elif style == "pep440-pre": + rendered = render_pep440_pre(pieces) + elif style == "pep440-post": + rendered = render_pep440_post(pieces) + elif style == "pep440-post-branch": + rendered = render_pep440_post_branch(pieces) + elif style == "pep440-old": + rendered = render_pep440_old(pieces) + elif style == "git-describe": + rendered = render_git_describe(pieces) + elif style == "git-describe-long": + rendered = render_git_describe_long(pieces) + else: + raise ValueError("unknown style '%s'" % style) + + return { + "version": rendered, + "full-revisionid": pieces["long"], + "dirty": pieces["dirty"], + "error": None, + "date": pieces.get("date"), + } + + +def get_versions(): + """Get version information or return default if unable to do so.""" + # I am in _version.py, which lives at ROOT/VERSIONFILE_SOURCE. If we have + # __file__, we can work backwards from there to the root. Some + # py2exe/bbfreeze/non-CPython implementations don't do __file__, in which + # case we can only use expanded keywords. + + cfg = get_config() + verbose = cfg.verbose + + try: + return git_versions_from_keywords(get_keywords(), cfg.tag_prefix, verbose) + except NotThisMethod: + pass + + try: + root = os.path.realpath(__file__) + # versionfile_source is the relative path from the top of the source + # tree (where the .git directory might live) to this file. Invert + # this to find the root from __file__. + for _ in cfg.versionfile_source.split("/"): + root = os.path.dirname(root) + except NameError: + return { + "version": "0+unknown", + "full-revisionid": None, + "dirty": None, + "error": "unable to find root of source tree", + "date": None, + } + + try: + pieces = git_pieces_from_vcs(cfg.tag_prefix, root, verbose) + return render(pieces, cfg.style) + except NotThisMethod: + pass + + try: + if cfg.parentdir_prefix: + return versions_from_parentdir(cfg.parentdir_prefix, root, verbose) + except NotThisMethod: + pass + + return { + "version": "0+unknown", + "full-revisionid": None, + "dirty": None, + "error": "unable to compute version", + "date": None, + } diff --git a/rembg/bg.py b/rembg/bg.py new file mode 100644 index 0000000..8359502 --- /dev/null +++ b/rembg/bg.py @@ -0,0 +1,176 @@ +import io +from enum import Enum +from typing import List, Optional, Union + +import numpy as np +from cv2 import ( + BORDER_DEFAULT, + MORPH_ELLIPSE, + MORPH_OPEN, + GaussianBlur, + getStructuringElement, + morphologyEx, +) +from PIL import Image +from PIL.Image import Image as PILImage +from pymatting.alpha.estimate_alpha_cf import estimate_alpha_cf +from pymatting.foreground.estimate_foreground_ml import estimate_foreground_ml +from pymatting.util.util import stack_images +from scipy.ndimage import binary_erosion + +from .session_base import BaseSession +from .session_factory import new_session + +kernel = getStructuringElement(MORPH_ELLIPSE, (3, 3)) + + +class ReturnType(Enum): + BYTES = 0 + PILLOW = 1 + NDARRAY = 2 + + +def alpha_matting_cutout( + img: PILImage, + mask: PILImage, + foreground_threshold: int, + background_threshold: int, + erode_structure_size: int, +) -> PILImage: + + if img.mode == "RGBA" or img.mode == "CMYK": + img = img.convert("RGB") + + img = np.asarray(img) + mask = np.asarray(mask) + + is_foreground = mask > foreground_threshold + is_background = mask < background_threshold + + structure = None + if erode_structure_size > 0: + structure = np.ones( + (erode_structure_size, erode_structure_size), dtype=np.uint8 + ) + + is_foreground = binary_erosion(is_foreground, structure=structure) + is_background = binary_erosion(is_background, structure=structure, border_value=1) + + trimap = np.full(mask.shape, dtype=np.uint8, fill_value=128) + trimap[is_foreground] = 255 + trimap[is_background] = 0 + + img_normalized = img / 255.0 + trimap_normalized = trimap / 255.0 + + alpha = estimate_alpha_cf(img_normalized, trimap_normalized) + foreground = estimate_foreground_ml(img_normalized, alpha) + cutout = stack_images(foreground, alpha) + + cutout = np.clip(cutout * 255, 0, 255).astype(np.uint8) + cutout = Image.fromarray(cutout) + + return cutout + + +def naive_cutout(img: PILImage, mask: PILImage) -> PILImage: + empty = Image.new("RGBA", (img.size), 0) + cutout = Image.composite(img, empty, mask) + return cutout + + +def get_concat_v_multi(imgs: List[PILImage]) -> PILImage: + pivot = imgs.pop(0) + for im in imgs: + pivot = get_concat_v(pivot, im) + return pivot + + +def get_concat_v(img1: PILImage, img2: PILImage) -> PILImage: + dst = Image.new("RGBA", (img1.width, img1.height + img2.height)) + dst.paste(img1, (0, 0)) + dst.paste(img2, (0, img1.height)) + return dst + + +def post_process(mask: np.ndarray) -> np.ndarray: + """ + Post Process the mask for a smooth boundary by applying Morphological Operations + Research based on paper: https://www.sciencedirect.com/science/article/pii/S2352914821000757 + args: + mask: Binary Numpy Mask + """ + mask = morphologyEx(mask, MORPH_OPEN, kernel) + mask = GaussianBlur(mask, (5, 5), sigmaX=2, sigmaY=2, borderType=BORDER_DEFAULT) + mask = np.where(mask < 127, 0, 255).astype(np.uint8) # convert again to binary + return mask + + +def remove( + data: Union[bytes, PILImage, np.ndarray], + alpha_matting: bool = False, + alpha_matting_foreground_threshold: int = 240, + alpha_matting_background_threshold: int = 10, + alpha_matting_erode_size: int = 10, + session: Optional[BaseSession] = None, + only_mask: bool = False, + post_process_mask: bool = False, +) -> Union[bytes, PILImage, np.ndarray]: + + if isinstance(data, PILImage): + return_type = ReturnType.PILLOW + img = data + elif isinstance(data, bytes): + return_type = ReturnType.BYTES + img = Image.open(io.BytesIO(data)) + elif isinstance(data, np.ndarray): + return_type = ReturnType.NDARRAY + img = Image.fromarray(data) + else: + raise ValueError("Input type {} is not supported.".format(type(data))) + + if session is None: + session = new_session("u2net") + + masks = session.predict(img) + cutouts = [] + + for mask in masks: + if post_process_mask: + mask = Image.fromarray(post_process(np.array(mask))) + + if only_mask: + cutout = mask + + elif alpha_matting: + try: + cutout = alpha_matting_cutout( + img, + mask, + alpha_matting_foreground_threshold, + alpha_matting_background_threshold, + alpha_matting_erode_size, + ) + except ValueError: + cutout = naive_cutout(img, mask) + + else: + cutout = naive_cutout(img, mask) + + cutouts.append(cutout) + + cutout = img + if len(cutouts) > 0: + cutout = get_concat_v_multi(cutouts) + + if ReturnType.PILLOW == return_type: + return cutout + + if ReturnType.NDARRAY == return_type: + return np.asarray(cutout) + + bio = io.BytesIO() + cutout.save(bio, "PNG") + bio.seek(0) + + return bio.read() diff --git a/rembg/cli.py b/rembg/cli.py new file mode 100644 index 0000000..8373fde --- /dev/null +++ b/rembg/cli.py @@ -0,0 +1,440 @@ +import pathlib +import sys +import time +from enum import Enum +from typing import IO, cast + +import aiohttp +import click +import filetype +import uvicorn +from asyncer import asyncify +from fastapi import Depends, FastAPI, File, Form, Query +from fastapi.middleware.cors import CORSMiddleware +from starlette.responses import Response +from tqdm import tqdm +from watchdog.events import FileSystemEvent, FileSystemEventHandler +from watchdog.observers import Observer + +from . import _version +from .bg import remove +from .session_base import BaseSession +from .session_factory import new_session + + +@click.group() +@click.version_option(version=_version.get_versions()["version"]) +def main() -> None: + pass + + +@main.command(help="for a file as input") +@click.option( + "-m", + "--model", + default="u2net", + type=click.Choice( + ["u2net", "u2netp", "u2net_human_seg", "u2net_cloth_seg", "silueta"] + ), + show_default=True, + show_choices=True, + help="model name", +) +@click.option( + "-a", + "--alpha-matting", + is_flag=True, + show_default=True, + help="use alpha matting", +) +@click.option( + "-af", + "--alpha-matting-foreground-threshold", + default=240, + type=int, + show_default=True, + help="trimap fg threshold", +) +@click.option( + "-ab", + "--alpha-matting-background-threshold", + default=10, + type=int, + show_default=True, + help="trimap bg threshold", +) +@click.option( + "-ae", + "--alpha-matting-erode-size", + default=10, + type=int, + show_default=True, + help="erode size", +) +@click.option( + "-om", + "--only-mask", + is_flag=True, + show_default=True, + help="output only the mask", +) +@click.option( + "-ppm", + "--post-process-mask", + is_flag=True, + show_default=True, + help="post process the mask", +) +@click.argument( + "input", default=(None if sys.stdin.isatty() else "-"), type=click.File("rb") +) +@click.argument( + "output", + default=(None if sys.stdin.isatty() else "-"), + type=click.File("wb", lazy=True), +) +def i(model: str, input: IO, output: IO, **kwargs) -> None: + output.write(remove(input.read(), session=new_session(model), **kwargs)) + + +@main.command(help="for a folder as input") +@click.option( + "-m", + "--model", + default="u2net", + type=click.Choice( + ["u2net", "u2netp", "u2net_human_seg", "u2net_cloth_seg", "silueta"] + ), + show_default=True, + show_choices=True, + help="model name", +) +@click.option( + "-a", + "--alpha-matting", + is_flag=True, + show_default=True, + help="use alpha matting", +) +@click.option( + "-af", + "--alpha-matting-foreground-threshold", + default=240, + type=int, + show_default=True, + help="trimap fg threshold", +) +@click.option( + "-ab", + "--alpha-matting-background-threshold", + default=10, + type=int, + show_default=True, + help="trimap bg threshold", +) +@click.option( + "-ae", + "--alpha-matting-erode-size", + default=10, + type=int, + show_default=True, + help="erode size", +) +@click.option( + "-om", + "--only-mask", + is_flag=True, + show_default=True, + help="output only the mask", +) +@click.option( + "-ppm", + "--post-process-mask", + is_flag=True, + show_default=True, + help="post process the mask", +) +@click.option( + "-w", + "--watch", + default=False, + is_flag=True, + show_default=True, + help="watches a folder for changes", +) +@click.argument( + "input", + type=click.Path( + exists=True, + path_type=pathlib.Path, + file_okay=False, + dir_okay=True, + readable=True, + ), +) +@click.argument( + "output", + type=click.Path( + exists=False, + path_type=pathlib.Path, + file_okay=False, + dir_okay=True, + writable=True, + ), +) +def p( + model: str, input: pathlib.Path, output: pathlib.Path, watch: bool, **kwargs +) -> None: + session = new_session(model) + + def process(each_input: pathlib.Path) -> None: + try: + mimetype = filetype.guess(each_input) + if mimetype is None: + return + if mimetype.mime.find("image") < 0: + return + + each_output = (output / each_input.name).with_suffix(".png") + each_output.parents[0].mkdir(parents=True, exist_ok=True) + + if not each_output.exists(): + each_output.write_bytes( + cast( + bytes, + remove(each_input.read_bytes(), session=session, **kwargs), + ) + ) + + if watch: + print( + f"processed: {each_input.absolute()} -> {each_output.absolute()}" + ) + except Exception as e: + print(e) + + inputs = list(input.glob("**/*")) + if not watch: + inputs = tqdm(inputs) + + for each_input in inputs: + if not each_input.is_dir(): + process(each_input) + + if watch: + observer = Observer() + + class EventHandler(FileSystemEventHandler): + def on_any_event(self, event: FileSystemEvent) -> None: + if not ( + event.is_directory or event.event_type in ["deleted", "closed"] + ): + process(pathlib.Path(event.src_path)) + + event_handler = EventHandler() + observer.schedule(event_handler, input, recursive=False) + observer.start() + + try: + while True: + time.sleep(1) + + finally: + observer.stop() + observer.join() + + +@main.command(help="for a http server") +@click.option( + "-p", + "--port", + default=5000, + type=int, + show_default=True, + help="port", +) +@click.option( + "-l", + "--log_level", + default="info", + type=str, + show_default=True, + help="log level", +) +@click.option( + "-t", + "--threads", + default=None, + type=int, + show_default=True, + help="number of worker threads", +) +def s(port: int, log_level: str, threads: int) -> None: + sessions: dict[str, BaseSession] = {} + tags_metadata = [ + { + "name": "Background Removal", + "description": "Endpoints that perform background removal with different image sources.", + "externalDocs": { + "description": "GitHub Source", + "url": "https://github.com/danielgatis/rembg", + }, + }, + ] + app = FastAPI( + title="Rembg", + description="Rembg is a tool to remove images background. That is it.", + version=_version.get_versions()["version"], + contact={ + "name": "Daniel Gatis", + "url": "https://github.com/danielgatis", + "email": "danielgatis@gmail.com", + }, + license_info={ + "name": "MIT License", + "url": "https://github.com/danielgatis/rembg/blob/main/LICENSE.txt", + }, + openapi_tags=tags_metadata, + ) + + app.add_middleware( + CORSMiddleware, + allow_credentials=True, + allow_origins=["*"], + allow_methods=["*"], + allow_headers=["*"], + ) + + class ModelType(str, Enum): + u2net = "u2net" + u2netp = "u2netp" + u2net_human_seg = "u2net_human_seg" + u2net_cloth_seg = "u2net_cloth_seg" + silueta = "silueta" + + class CommonQueryParams: + def __init__( + self, + model: ModelType = Query( + default=ModelType.u2net, + description="Model to use when processing image", + ), + a: bool = Query(default=False, description="Enable Alpha Matting"), + af: int = Query( + default=240, + ge=0, + le=255, + description="Alpha Matting (Foreground Threshold)", + ), + ab: int = Query( + default=10, + ge=0, + le=255, + description="Alpha Matting (Background Threshold)", + ), + ae: int = Query( + default=10, ge=0, description="Alpha Matting (Erode Structure Size)" + ), + om: bool = Query(default=False, description="Only Mask"), + ppm: bool = Query(default=False, description="Post Process Mask"), + ): + self.model = model + self.a = a + self.af = af + self.ab = ab + self.ae = ae + self.om = om + self.ppm = ppm + + class CommonQueryPostParams: + def __init__( + self, + model: ModelType = Form( + default=ModelType.u2net, + description="Model to use when processing image", + ), + a: bool = Form(default=False, description="Enable Alpha Matting"), + af: int = Form( + default=240, + ge=0, + le=255, + description="Alpha Matting (Foreground Threshold)", + ), + ab: int = Form( + default=10, + ge=0, + le=255, + description="Alpha Matting (Background Threshold)", + ), + ae: int = Form( + default=10, ge=0, description="Alpha Matting (Erode Structure Size)" + ), + om: bool = Form(default=False, description="Only Mask"), + ppm: bool = Form(default=False, description="Post Process Mask"), + ): + self.model = model + self.a = a + self.af = af + self.ab = ab + self.ae = ae + self.om = om + self.ppm = ppm + + def im_without_bg(content: bytes, commons: CommonQueryParams) -> Response: + return Response( + remove( + content, + session=sessions.setdefault( + commons.model.value, new_session(commons.model.value) + ), + alpha_matting=commons.a, + alpha_matting_foreground_threshold=commons.af, + alpha_matting_background_threshold=commons.ab, + alpha_matting_erode_size=commons.ae, + only_mask=commons.om, + post_process_mask=commons.ppm, + ), + media_type="image/png", + ) + + @app.on_event("startup") + def startup(): + if threads is not None: + from anyio import CapacityLimiter + from anyio.lowlevel import RunVar + + RunVar("_default_thread_limiter").set(CapacityLimiter(threads)) + + @app.get( + path="/", + tags=["Background Removal"], + summary="Remove from URL", + description="Removes the background from an image obtained by retrieving an URL.", + ) + async def get_index( + url: str = Query( + default=..., description="URL of the image that has to be processed." + ), + commons: CommonQueryParams = Depends(), + ): + async with aiohttp.ClientSession() as session: + async with session.get(url) as response: + file = await response.read() + return await asyncify(im_without_bg)(file, commons) + + @app.post( + path="/", + tags=["Background Removal"], + summary="Remove from Stream", + description="Removes the background from an image sent within the request itself.", + ) + async def post_index( + file: bytes = File( + default=..., + description="Image file (byte stream) that has to be processed.", + ), + commons: CommonQueryPostParams = Depends(), + ): + return await asyncify(im_without_bg)(file, commons) + + uvicorn.run(app, host="0.0.0.0", port=port, log_level=log_level) diff --git a/rembg/session_base.py b/rembg/session_base.py new file mode 100644 index 0000000..aa98693 --- /dev/null +++ b/rembg/session_base.py @@ -0,0 +1,40 @@ +from typing import Dict, List, Tuple + +import numpy as np +import onnxruntime as ort +from PIL import Image +from PIL.Image import Image as PILImage + + +class BaseSession: + def __init__(self, model_name: str, inner_session: ort.InferenceSession): + self.model_name = model_name + self.inner_session = inner_session + + def normalize( + self, + img: PILImage, + mean: Tuple[float, float, float], + std: Tuple[float, float, float], + size: Tuple[int, int], + ) -> Dict[str, np.ndarray]: + im = img.convert("RGB").resize(size, Image.LANCZOS) + + im_ary = np.array(im) + im_ary = im_ary / np.max(im_ary) + + tmpImg = np.zeros((im_ary.shape[0], im_ary.shape[1], 3)) + tmpImg[:, :, 0] = (im_ary[:, :, 0] - mean[0]) / std[0] + tmpImg[:, :, 1] = (im_ary[:, :, 1] - mean[1]) / std[1] + tmpImg[:, :, 2] = (im_ary[:, :, 2] - mean[2]) / std[2] + + tmpImg = tmpImg.transpose((2, 0, 1)) + + return { + self.inner_session.get_inputs()[0] + .name: np.expand_dims(tmpImg, 0) + .astype(np.float32) + } + + def predict(self, img: PILImage) -> List[PILImage]: + raise NotImplementedError diff --git a/rembg/session_cloth.py b/rembg/session_cloth.py new file mode 100644 index 0000000..11bcef7 --- /dev/null +++ b/rembg/session_cloth.py @@ -0,0 +1,88 @@ +from typing import List + +import numpy as np +from PIL import Image +from PIL.Image import Image as PILImage +from scipy.special import log_softmax + +from .session_base import BaseSession + +pallete1 = [ + 0, + 0, + 0, + 255, + 255, + 255, + 0, + 0, + 0, + 0, + 0, + 0, +] + +pallete2 = [ + 0, + 0, + 0, + 0, + 0, + 0, + 255, + 255, + 255, + 0, + 0, + 0, +] + +pallete3 = [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 255, + 255, + 255, +] + + +class ClothSession(BaseSession): + def predict(self, img: PILImage) -> List[PILImage]: + ort_outs = self.inner_session.run( + None, self.normalize(img, (0.5, 0.5, 0.5), (0.5, 0.5, 0.5), (768, 768)) + ) + + pred = ort_outs + pred = log_softmax(pred[0], 1) + pred = np.argmax(pred, axis=1, keepdims=True) + pred = np.squeeze(pred, 0) + pred = np.squeeze(pred, 0) + + mask = Image.fromarray(pred.astype("uint8"), mode="L") + mask = mask.resize(img.size, Image.LANCZOS) + + masks = [] + + mask1 = mask.copy() + mask1.putpalette(pallete1) + mask1 = mask1.convert("RGB").convert("L") + masks.append(mask1) + + mask2 = mask.copy() + mask2.putpalette(pallete2) + mask2 = mask2.convert("RGB").convert("L") + masks.append(mask2) + + mask3 = mask.copy() + mask3.putpalette(pallete3) + mask3 = mask3.convert("RGB").convert("L") + masks.append(mask3) + + return masks diff --git a/rembg/session_factory.py b/rembg/session_factory.py new file mode 100644 index 0000000..add5df1 --- /dev/null +++ b/rembg/session_factory.py @@ -0,0 +1,71 @@ +import hashlib +import os +import sys +from contextlib import redirect_stdout +from pathlib import Path +from typing import Type + +import onnxruntime as ort +import pooch + +from .session_base import BaseSession +from .session_cloth import ClothSession +from .session_simple import SimpleSession + + +def new_session(model_name: str = "u2net") -> BaseSession: + session_class: Type[BaseSession] + md5 = "60024c5c889badc19c04ad937298a77b" + url = "https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net.onnx" + session_class = SimpleSession + + if model_name == "u2netp": + md5 = "8e83ca70e441ab06c318d82300c84806" + url = ( + "https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2netp.onnx" + ) + session_class = SimpleSession + elif model_name == "u2net_human_seg": + md5 = "c09ddc2e0104f800e3e1bb4652583d1f" + url = "https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net_human_seg.onnx" + session_class = SimpleSession + elif model_name == "u2net_cloth_seg": + md5 = "2434d1f3cb744e0e49386c906e5a08bb" + url = "https://github.com/danielgatis/rembg/releases/download/v0.0.0/u2net_cloth_seg.onnx" + session_class = ClothSession + elif model_name == "silueta": + md5 = "55e59e0d8062d2f5d013f4725ee84782" + url = ( + "https://github.com/danielgatis/rembg/releases/download/v0.0.0/silueta.onnx" + ) + session_class = SimpleSession + + u2net_home = os.getenv( + "U2NET_HOME", os.path.join(os.getenv("XDG_DATA_HOME", "~"), ".u2net") + ) + + fname = f"{model_name}.onnx" + path = Path(u2net_home).expanduser() + full_path = Path(u2net_home).expanduser() / fname + + pooch.retrieve( + url, + f"md5:{md5}", + fname=fname, + path=Path(u2net_home).expanduser(), + progressbar=True, + ) + + sess_opts = ort.SessionOptions() + + if "OMP_NUM_THREADS" in os.environ: + sess_opts.inter_op_num_threads = int(os.environ["OMP_NUM_THREADS"]) + + return session_class( + model_name, + ort.InferenceSession( + str(full_path), + providers=ort.get_available_providers(), + sess_options=sess_opts, + ), + ) diff --git a/rembg/session_simple.py b/rembg/session_simple.py new file mode 100644 index 0000000..7ec3181 --- /dev/null +++ b/rembg/session_simple.py @@ -0,0 +1,30 @@ +from typing import List + +import numpy as np +from PIL import Image +from PIL.Image import Image as PILImage + +from .session_base import BaseSession + + +class SimpleSession(BaseSession): + def predict(self, img: PILImage) -> List[PILImage]: + ort_outs = self.inner_session.run( + None, + self.normalize( + img, (0.485, 0.456, 0.406), (0.229, 0.224, 0.225), (320, 320) + ), + ) + + pred = ort_outs[0][:, 0, :, :] + + ma = np.max(pred) + mi = np.min(pred) + + pred = (pred - mi) / (ma - mi) + pred = np.squeeze(pred) + + mask = Image.fromarray((pred * 255).astype("uint8"), mode="L") + mask = mask.resize(img.size, Image.LANCZOS) + + return [mask] diff --git a/requirements.txt b/requirements.txt new file mode 100644 index 0000000..f38891a --- /dev/null +++ b/requirements.txt @@ -0,0 +1,18 @@ +aiohttp==3.8.1 +asyncer==0.0.2 +click==8.1.3 +fastapi==0.87.0 +filetype==1.2.0 +pooch==1.6.0 +imagehash==4.3.1 +numpy==1.23.5 +onnxruntime==1.13.1 +opencv-python-headless==4.6.0.66 +pillow==9.3.0 +pymatting==1.1.8 +python-multipart==0.0.5 +scikit-image==0.19.3 +scipy==1.9.3 +tqdm==4.64.1 +uvicorn==0.20.0 +watchdog==2.1.9 diff --git a/u2net.onnx b/u2net.onnx new file mode 100644 index 0000000..d5e2c4d --- /dev/null +++ b/u2net.onnx @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8d10d2f3bb75ae3b6d527c77944fc5e7dcd94b29809d47a739a7a728a912b491 +size 175997641